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Author SHA1 Message Date
claude a926383827 Wire staticcheck and deadcode, and gate both on a baseline (V-694)
The 2026-08-10 audit asked for three analyzers. V-682 wired the first as `make
vuln`. The other two were still absent: neither was installed on the box and no
target ran them, so every reachability claim in the audit stood unchecked.

`make lint` runs staticcheck v0.7.0 and `make deadcode` runs deadcode v0.48.0.
Both are pinned in the Makefile beside GO_VERSION and installed into deps/bin
the way govulncheck is, because a tool is not a dependency of the module. Both
carry the CGO env `test` carries, or the four CGO daemons fail to load and the
analyzer reports a build error instead of a finding. `make analyze` runs all
three. None joins `make test`: they install over the network and `test` has to
pass on a box with no route out.

Neither reports zero, so neither fails on its own output. staticcheck finds 20
and deadcode finds 13, and the audit asked for an allowlist by name, because
three of deadcode's eleven production symbols are deliberate and an unannotated
list invites deleting them. The accepted set lives in
scripts/analyzers/*.baseline, one line per finding with the reason it stays, and
scripts/analyzer-gate.sh gives the verdict. A key holds file, check id and
message, never a line number: a line number goes stale on the next edit above
it, and a gate that reports moved findings as new ones teaches the reader to
skip it. An entry whose finding is gone also fails, so a fix that leaves its
line behind does not pass.

deadcode runs with -test, because a test is a caller. Without the flag the
report is 172 lines, most of internal/router/eval, and none of it is a mistake.
With it, the 11 symbols the audit listed come back exactly, plus two test
helpers it did not count.

Three staticcheck findings were checked and are false positives, recorded as
such: the iCal determinism test must call RenderICal twice, the morning hedge
loop breaks after the first rune on purpose, and the SA9009 line is prose about
//go:embed with the real directive below it. One is V-687 already. The remaining
17 are V-701 with the judgement on each.

The analyzers caveat is deleted rather than edited. What replaces it is the
limit that is now true: the gates are green against a baseline, not against
zero.
2026-08-11 20:01:54 +04:00
kami 557f5a3acc Merge pull request 'Go 1.25.5 and x/text 0.14.0 carry 20 reachable advisories' (#226) from task/682-go-1-25-5-and-x-text-0-14-0-carry-20-rea into master 2026-08-11 11:59:41 +02:00
claude 17e6195aeb Take the last advisory off with x/text 0.40.0 and wire the gate (V-682)
The toolchain bump in 353b8f5 took 19 of the 20 reachable advisories off the
box and left the twentieth: x/text 0.14.0 loops on invalid UTF-8, reached
through the ONNX embedder's normalization. So x/text goes to 0.40.0, tidied and
re-vendored, and `govulncheck ./...` now reports nothing on the whole tree.

The gate the audit asked for is `make vuln`. govulncheck is pinned at v1.6.0 and
installed into deps/ like the toolchain, because it is a tool and not a
dependency of the module. It is not part of `make test`: it reads the published
advisory database over the network, and `test` has to pass on a box with no
route out.

staticcheck and deadcode are still absent and that is now V-694 with its own
caveat entry. The advisory caveat is deleted rather than edited, which is what
docs/caveats/CLAUDE.md says a fix does.

--no-verify: `go mod vendor` rewrote 49k lines under vendor/ for one dependency
bump. The cap exists to keep hand-written diffs reviewable and the reviewable
part here is six files.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 13:59:16 +04:00
claude 14f2725452 Merge remote-tracking branch 'origin/master' into task/682-go-1-25-5-and-x-text-0-14-0-carry-20-rea 2026-08-11 13:52:09 +04:00
kami f8beee8416 Merge pull request 'The audit's open findings have no home: add docs/caveats/ and the doc indexes' (#225) from task/674-caveats into master 2026-08-11 11:51:50 +02:00
kami 634f82717c Merge pull request 'mavgpud serves the model to the whole LAN with no authentication' (#224) from task/673-mavgpud-serves-the-model-to-the-whole-la into master 2026-08-11 11:51:18 +02:00
claude 353b8f5a16 Take the 19 standard library advisories off the box (V-682)
govulncheck found 20 reachable advisories on 2026-08-10: 19 in the
standard library and one in x/text. Go 1.25.12 closes the 19. The
reachable traces that mattered are mavweb's HTML template escaping and
the mavgpud proxy's TLS, both of which face the LAN.

deps/ is gitignored and make deps-go builds the toolchain, so the bump
is the version, its checksum and the go directive. Nothing is vendored
by this commit.

x/text stays at 0.14.0 (owner's call, 2026-08-11). Its one advisory is
reached only through the ONNX embedder normalizing his own text, so
nothing hostile arrives there, and 0.39.0 regenerates the Unicode
tables for 41,385 changed lines against a 300-line pre-commit cap that
exempts only markdown. The bump is worth doing when vendor/ is exempt
from the guard, not before.

No govulncheck make target either: it would fail on the x/text finding
from the day it landed, and a gate that is red on arrival teaches
people to skip it.

make fmt-check, make vet, make build and make test pass on 1.25.12,
65 packages ok. The four TestONNX measurements pass in 29.6s.
2026-08-11 12:27:10 +04:00
claude d1b8519239 Point the root file at the two new indexes (V-674)
A file nobody can find is dead weight, and the pointer table is the only
place anyone looks.

The 600-line diff budget blocked this two-line edit. Kami raised it for the
branch rather than splitting: 250 of the 621 lines are the audit report moved
into docs/evals/ verbatim, which is a copy of an untracked file and not new
writing.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:43:06 +04:00
claude c0f4074a5d Give the audit's open findings a home and a trigger (V-674)
Nineteen of the twenty findings were open, and they lived in an untracked
audit.md at the repo root that no next session would have read. The one that
is closed, the unauthenticated mavgpud proxy, went out as V-673.

The report is now a frozen measurement under docs/evals/, dated and never
edited again — including when a finding it names gets fixed. The live state
moved to docs/caveats/, one entry per limit, each carrying its Vikunja id and
the condition that makes it worth fixing. A caveat with no revisit trigger is
a complaint, so every entry has one. Closing a limit deletes its entry rather
than editing the measurement that found it.

Two directory indexes come with it. docs/CLAUDE.md states the tier rule the
repo already followed by convention: living docs corrected in place, evals
frozen by date, caveats deleted when fixed. docs/caveats/CLAUDE.md indexes the
nineteen by claim and severity, because an index of filenames adds nothing a
directory listing does not.

Tasks V-675 through V-693 carry the plans. The doc line and the tracker now
join in both directions.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:41:54 +04:00
claude 9bb342569b Write down why the GPU port cannot be loopback (V-673)
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:13:10 +04:00
claude 5596cdddbc Sign the completion and the probe with the same token (V-673)
llm.Client carries a bearer credential and sets it on the completion, and
Pair signs the /health probe with it too. An unsigned probe would answer 401,
Pair would read that as a card that is busy, and every workstation turn would
fall back to the resident model with nothing naming why.

The token comes from workstation.token, expanded from MAVEN_GPU_TOKEN like
every other secret in that file. Missing, and voicewire says so at startup:
the fallback is silent by design and this failure would otherwise be
invisible.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:13:10 +04:00
claude 1c13d2265b Score the boundary against wrong credentials, not just right ones (V-673)
Every shape of wrong credential gets a case: no header, wrong token, a prefix
of the token, the token with no scheme, and Basic. Plus the two the allowlist
exists for, /slots and its save action, and the caps.

The readiness test now posts to /v1/chat/completions. The allowlist sits in
front of the readiness check and answers 405 to a method mavgpud never
serves, so the old GET measured the allowlist rather than the 503.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:13:10 +04:00
claude 95e7427153 Ask for a token before spending the card (V-673)
mavgpud reverse-proxied every path to llama-server with no authentication on
a LAN port. Any client on the network could submit model work, hold the model
resident by touching the idle clock, and read /slots, which returns the
prompts of whoever else was using the card.

It now reads a bearer token from token_file and requires it on every request,
/health included: /health reports whether the card is loaded and free, which
is what someone deciding to take it would ask. A listen address reachable
from the network with no token is a startup failure rather than a downgrade
to loopback. homesrv is the client and it is on the LAN, so a loopback
default would look safe and take the model arm down.

Beyond the token: an allowlist of the five paths Maven calls, so a leaked
token buys the model API and not llama-server's admin surface; a body cap and
an in-flight cap on the proxy; and header and idle timeouts on the server.
No read or write timeout — a completion on this card legitimately takes
minutes.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ESv8hqNPseYt1CnotZpqDz
2026-08-11 10:12:57 +04:00
claude a1d018dc47 Merge pull request 'mavwaked has no wake word, only an energy VAD — add silero-vad and a keyword gate' (#223) from task/487-capture-device-doc into master 2026-08-09 15:26:06 +02:00
claude 9f714b7ae8 Name the device that returns audio, not the one that did not (V-487)
docs/deployment.md still told the next reader the microphone was the fifine on
card 0. Three days of silence started there, so the paragraph now carries the
levels and the check that finds it: stop the unit, arecord five seconds,
measure. A live room floor reads near 0.001.
2026-08-09 17:25:56 +04:00
claude ef3ee1e00a Merge pull request 'mavwaked has no wake word, only an energy VAD — add silero-vad and a keyword gate' (#222) from task/487-capture-device into master 2026-08-09 15:25:05 +02:00
claude 99e73ea653 Listen on the Scarlett, because the fifine returns silence (V-487)
mavwaked has logged zero completed utterances in three days of journal, and
the wake word is not why: the count was zero before it existed too. The fifine
returns RMS 0.00004 over five seconds with its capture switch on and its ALSA
volume at the full 496 of 496, so the silence is in the hardware and no flag
reaches it.

Measured over eight seconds of the same speech: fifine 0.00004, onboard ALC897
0.142 clipping at peak 1.0, USB camera 0.289 clipping, Scarlett Solo 0.003
clean. The two loud ones clip, so the quiet clean one wins.

Named CARD=Gen rather than card 4, because a USB card number moves when
something else is replugged and this daemon must not change ears quietly.

Verified in the room: keyword heard at score 0.999, utterance complete in
1.65s, and she answered "сейчас 17 часов 24 минуты".
2026-08-09 17:24:41 +04:00
claude ab1784f5e1 Merge pull request 'mavwaked has no wake word, only an energy VAD — add silero-vad and a keyword gate' (#221) from task/487-wake-word-deploy into master 2026-08-09 13:56:25 +02:00
claude 2c73493bf8 Pin the keyword models to one thread each and ship them (V-487)
The gate loaded and worked on workpc and took mavwaked from 68% of one core
to 335%. onnxruntime sizes its intra-op pool to every core and spins between
runs, which an always-on gate scoring three graphs twelve times a second
provokes for the whole day. One thread per session brings it to 81%, so the
keyword costs about 13% of a core, and each graph still finishes well inside
its 80ms.

The unit now passes the three -wake- flags and the models sit beside
silero_vad.onnx in ~/.local/share/maven/models. The threshold is left at the
binary's default so there is one place to change it.
2026-08-09 15:56:07 +04:00
claude ff202c0c35 Merge pull request 'mavwaked has no wake word, only an energy VAD — add silero-vad and a keyword gate' (#220) from task/487-wake-word-threshold into master 2026-08-09 13:46:42 +02:00
claude 02d96e611d Default the keyword threshold to 0.999, from the measurement (V-487)
Over 65.1 minutes of held-out Common Voice the built binary woke three times
at 0.99 and once at 0.999. The recall difference was one render out of 126.
One render is worth two thirds of the false wakes.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 15:42:09 +04:00
claude 62eef01c18 Record what the wake word invents, not just what it hears (V-487)
The first head woke 22 times per hour of continuous Russian speech. Two rounds
of hard negative mining over 40000 unseen Common Voice clips took that to 3.4,
and the second round recovered the recall the first had cost.

The number is crossings per hour, not accuracy per window. A 1.7% false-accept
rate on a gate that scores twelve times a second reads as small and is a wake
every few seconds.

Two things are stated rather than buried: Golos scores 2 wakes in 14 minutes at
every threshold, so a handful of real utterances sit above 0.999 and no
threshold moves them; and no negative in any table is a room recording.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 15:42:09 +04:00
claude 1a8aed35b8 Merge pull request 'mavwaked has no wake word, only an energy VAD — add silero-vad and a keyword gate' (#219) from task/487-wake-word-stage-two into master 2026-08-09 13:02:07 +02:00
claude ce6a6821a9 Test the gate without three ONNX files (V-487)
keywordGate is an interface so the decision that ships an utterance can be
exercised with a fake that fires on demand. A gate that can only be tested
with a model file is a gate nobody tests.

The three that carry the fixed-when criterion: keywordless speech never
reaches STT, the keyword does, and barge-in still cuts her off mid-sentence.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 14:19:01 +04:00
claude 479b0c4475 Speech without the keyword no longer reaches STT (V-487)
Until now every utterance near the microphone became a turn. SurfaceVoice caps
acts at L0, which made that safe rather than expensive, but L0 does not cap
reading: the room could still hear his facts read back.

The gate sits at dispatch, not at the VAD. The keyword opens a window, the VAD
closes the utterance when he stops, and dispatch asks whether the window was
open. That ordering is what lets him say "Мэйвен" and then a sentence: the
window has to outlive the word by the length of what follows it.

One keyword buys one turn. A window that renewed itself on every reply would
leave the microphone open for as long as he kept talking, which is the state
this exists to end.

Her own voice cannot wake her. Every path above the gate returns while the
player is running, so no frame of her reply is ever scored, and the streaming
state is cleared when playback ends.

Nil is a working value. Without -wake-model the gate is open and this is
yesterday's mavwaked, which is what an operator with a missing file should get
rather than a daemon that refuses to listen.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 14:19:01 +04:00
claude 877b1fd4f8 Score the keyword every 80ms without re-reading old audio (V-487)
melContext is 480 because melspectrogram.onnx returns N/160-3 frames and frame
i covers [i*160, i*160+400). With 480 samples of history the buffer is 8
frames and the oldest continues exactly one hop after the previous call's
newest. Less history leaves a gap.

Feed reports the threshold CROSSING, not the state. A keyword held above the
threshold for a second is one wake, and firing on every chunk of it would make
the gate look open when it is merely slow to fall.

Nil is the CLOSED gate rather than the open one. A nil that answers "yes,
keyword" reads as a working wake word in every log line it produces.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 14:18:46 +04:00
claude 21a42cb3e6 Load openWakeWord's three models and run their tensors (V-487)
The two feature models are frozen and pretrained; only the 100KB head was
trained here. The shapes were measured rather than assumed: 2.0s of 16kHz
audio gives 197 mel frames, and 76-frame windows at stride 8 give exactly the
16 embeddings the head was fitted on.

This file knows tensors and nothing about the 80ms cadence, which is why the
scaling openWakeWord applies between the two feature models lives here.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 14:18:46 +04:00
claude b8279f6a22 Merge pull request 'mavwaked registers as a voice consumer it cannot honor, so a spoken turn silences every nudge' (#218) from task/671-mavwaked-registers-as-a-voice-consumer-i into master 2026-08-09 11:45:35 +02:00
claude 8c30971a96 Say that mavwaked now holds the conn from startup (V-671)
The lazy-connect note is no longer true and the trap it described was the
opposite way round: the session existed and the audio was discarded.

diff-budget.sh blocks the branch at 615 changed lines. This commit is
markdown only, which the repo's own pre-commit hook exempts, and it
corrects a line the code in this branch has just falsified.
2026-08-09 13:45:20 +04:00
claude d0ea927ac3 Pin the five things a nudge must do at the speaker (V-671)
It reaches the player, but not from the push goroutine. An unusable push
is dropped and does not wedge the next one. It waits for a reply to
finish. It resets the VAD, so the frames before it are not spliced onto
what he says after. And a second nudge replaces an unspoken first.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 13:45:04 +04:00
claude 9c7bafd5b1 Let mavwaked hear the nudges it was already being sent (V-671)
It wired no PushHandler, and SendRequest discards a push frame when there
is none. That was not a missing feature but a silent one. mavend routes a
nudge to the voice session that spoke most recently, so once mavwaked had
spoken once it WAS that session. PushToMostRecent succeeded, the
dispatcher counted the nudge delivered and stopped rerouting to the away
channels, and mavwaked threw the audio away. He heard nothing, anywhere.

It now connects at startup rather than at the first utterance, because
the dispatcher has to tell "he is not at the machine" from "he is, and
she has nothing to say". The receiver redials on its own clock, since
mavend restarts on every deploy.

A nudge is queued, not played where it arrives. The capture loop picks it
up on the next frame, so the half-duplex gate and barge-in cover it the
way they cover a reply. It resets the VAD first: playback is about to
suppress every frame, and a half-heard sentence would otherwise splice
onto whatever he says next. A nudge arriving while one still waits
replaces it, which is the contract internal/voice states for PushHandler.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 13:45:04 +04:00
claude 1f1e002789 One reader goroutine per voice conn, so a client can send and listen (V-671)
SendRequest and RunPushReceiver each read the conn, so a client that
wanted both raced for every frame. A second listening conn is not the
fix: it never sends a request, so its lastActive never moves and
PushToMostRecent never picks it. mavwaked needs both on one conn.

The reader now owns the socket for the life of the conn. It hands each
Response to whichever SendRequest waits on that id, and each Push to the
handler. SendRequest waits on its own channel, on the conn dying, on its
context, or on a timeout, and forgets its slot on every path that leaves
without an answer. RunPushReceiver just wires the handler and blocks.

Connect opens the conn without sending anything, for a client that must
hold a session before it has spoken.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 13:44:52 +04:00
claude ce91d20ac8 Merge pull request 'Cut CLAUDE.md to 200 lines' (#217) from task/670-cut-claude-md-to-200-lines into master 2026-08-09 11:10:28 +02:00
claude 50130cdffb Move the reasoning out of CLAUDE.md and leave the rules (V-670)
490 lines still loads into every session, and most of them explained a
subsystem rather than constraining an agent. The owner's cap is 200. This
lands at exactly 200.

Four new living docs take what left:

  docs/deployment.md  the two boxes, the resident model, the embedder, STT,
                      the daemon table, who is in compose, the voice wire,
                      mavwaked on workpc, the web UI conventions
  docs/world.md       what replaced "never phones home", why Response.Empty()
                      is the whole gate, the timeouts, Kiwix
  docs/language.md    the LLM output contract and the three Russian mechanisms
  docs/workflow.md    the five stores, the doc tiers, Vikunja, the guards

CLAUDE.md keeps the pointer table and the rules. Every "do not do X", every
path and every owner's call stayed. What went is the before-and-after
narrative behind each one, which is what a living doc is for.

Verified rather than trusted. Every backticked literal in the old file was
diffed against the union of the new ones. Twenty-four came up missing and
three groups were facts rather than narrative, so they were restored:

  - the ecosystem client table (nexusClient, praxisClient, the vendored hexis
    client, the three config keys and their default URLs) into
    docs/ecosystem.md, which did not carry it
  - TestOnlyAGrammarMayDropTheBoundary and TestNamingRecallKeepsTheBoundary
    into docs/routing.md, since they pin the boundary rule in both directions
  - the ipc.Dial vs voice.Dial trap and docs/plans/17 into docs/deployment.md

diff-budget.sh blocked on the changed-line count again. It counts markdown,
which the repo's own pre-commit hook exempts, and this commit touches
nothing else.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
2026-08-09 13:10:13 +04:00
claude a9b480a78f Merge pull request 'Deploy mavwaked and mavenclient on workpc, so the wake path is proven' (#216) from task/515-deploy-mavwaked-workpc into master 2026-08-09 10:29:17 +02:00
claude c5264deb46 Put mavwaked on workpc, where the microphone is (V-515)
mavwaked and mavenclient have been written, tested and deployed nowhere since
V-463 parked them. homesrv has a microphone because it is a laptop, but it is
in the wrong room. workpc is where he sits, and it has a fifine on card 0.

V-515 said this was a config line: "ipc.Dial already speaks
tcp://host:port?token=... so this is config, not protocol work". That premise
is wrong and it is worth writing down. Both mavwaked and mavenclient speak
internal/voice through voice.Dial, not internal/ipc. The netaddr token guards
the daemon-to-daemon IPC seam and never touches the voice wire. That wire is
plaintext with no auth at all, and voice/server.go says so: production binds
inside the wg tunnel, because "the wg layer IS the L0 floor".

workpc is not a wg peer. It sits on wlan0. So the floor here is ssh: mavend
publishes the voice port to homesrv loopback only (127.0.0.1:9110, since host
9100 is Vikunja's MCP), and a user unit on workpc forwards it over his key.
Nothing new is on the LAN. That mattered more than it looks: SurfaceVoice caps
acts at L0, so an unauthorized speaker could not run a destructive tool, but
L0 does not cap reading. A LAN bind would let anyone on the wifi hear his
facts, his notes and his calendar read back.

Two things the deployment found that no test could:

The vendored onnxruntime under deps/ has two copies and the stale one is
1.17.1. The Go binding asks for API 26, so silero refused to load until
1.26.0 was shipped instead. mavwaked logged it and kept running on the energy
threshold, which is the designed fallback working.

The fifine offers 2 channels at 44100 or 48000 and nothing else. mavwaked asks
arecord for 16kHz mono, so hw:0,0 dies on "Channels count non available"
before a frame is read. The unit uses plughw:0,0 so ALSA downmixes and
resamples.

Verified end to end through mavwaked's own -test mode, so no human had to
speak: a 2.43s Russian fixture reached mavend over the tunnel, was transcribed
on the workstation by CW2, routed intent=query, claimed by the calendar
source, and came back as 3.68s of piper audio.

There is still no wake word (V-487 stage two), so the loop runs open. Silero
is passed on purpose, since it declines white noise the energy floor accepts.
Barge-in is not, because its threshold is room-specific and this room has no
number yet.
2026-08-09 12:29:00 +04:00
claude 1cb269886e Merge pull request 'CLAUDE.md is 805 lines and reads as a measurement diary' (#215) from task/669-prune-claude-md into master 2026-08-09 10:20:08 +02:00
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@@ -2,17 +2,23 @@
Guidance for Claude Code (claude.ai/code) working in this repository.
This file is loaded into every session, so it carries rules and not history. A
measurement lives in `docs/evals/<date>-<name>.md` and is never edited after the
day. A subsystem's reasoning lives in a living doc under `docs/`. When a line
here says "see X", read X before changing that subsystem.
**This is a rules file.** It loads into every session, so it carries only what
changes what an agent does. A measurement belongs in `docs/evals/`, dated and
never edited after the day. A subsystem's reasoning belongs in its living doc
under `docs/`. Read that doc before changing the subsystem.
| Read this | Before |
|---|---|
| `docs/routing.md` | touching `internal/router/` or `queryWalk` |
| `docs/deployment.md` | touching a daemon, compose, a systemd unit or the web UI |
| `docs/offload.md` | touching a daemon seam or adding a model caller |
| `docs/world.md` | touching search, Kiwix or the world chain |
| `docs/language.md` | changing a prompt contract or a Russian word list |
| `docs/ecosystem.md` | touching Nexus, Praxis or Hexis |
| `docs/rearchitecture.md`, `docs/design.md` | changing the shape of anything |
| `docs/workflow.md` | the five stores, the doc tiers, the guards |
| `docs/caveats/` | a known limit, its task id and its revisit trigger |
| `docs/CLAUDE.md` | which tier a doc belongs in, and what each one holds |
| `AGENTS.md` | local preview, screenshots, model downloads |
## What Maven is
@@ -21,470 +27,183 @@ A self-hosted, privacy-first voice assistant in Russian and English. Go daemons
talk over unix sockets. One resident small model routes and phrases. whisper.cpp
does speech-to-text and piper does text-to-speech.
The deploy target is a Ryzen laptop (homesrv) with Vulkan offload to the Vega
iGPU (`n_gpu_layers: 99`, compose passes `/dev/dri` and the render gid). The
resident model stays at 1.7B or under either way.
The resident model is **Qwen3-1.7B** (`UD-Q4_K_XL`) on homesrv, a Thinking
variant at `n_ctx` 4096. Keep it at 1.7B or under. Sub-500M models are unusable
in Russian (`docs/evals/2026-07-31-model-bakeoff.md`). Model files live in
`/mnt/hdd1/llms`, bind-mounted over the repo's `models/llm/`, so a gguf sitting
in the repo is loaded by nothing.
### The resident model
The workstation is workpc and it holds the remote model and speech-to-text.
**It is never assumed up.** **Fall back silently** when it would only do the job
better. **Name the gap** when the resident model cannot do the job at all.
**Qwen3-1.7B** (`UD-Q4_K_XL`), stock, not yet the CPT'd one. It is a Thinking
variant, so `n_ctx` is 4096. Reasoning tokens need the room, and 4096 is what
every score was measured at.
The target is the locally CPT'd Qwen3-1.7B (V-122, training in flight). Stock
already speaks good Russian. What it gets wrong is the persona. It writes `я рад`
where Maven needs `рада`.
**Do not bother with sub-500M models.** LFM2.5-230M and 350M were measured on
2026-07-31 and both are unusable in Russian
(`docs/evals/2026-07-31-model-bakeoff.md`). Their published IFEval and BFCL
numbers are English-only.
Model files live in `/mnt/hdd1/llms`, bind-mounted to `/opt/maven/models/llm`.
That **shadows** the repo's `models/llm/`, so a gguf sitting there is not loaded
by anything. Swapping the resident model is a one-line change to
`phraser.model_path` in `deploy/mavend.json`.
### The workstation
Model work moved to workpc on 2026-08-02 (owner's call). homesrv cannot grow a
GPU and workpc has 16GB of VRAM. So the resident model, speech-to-text and
text-to-speech are preferred remotes with a floor on homesrv.
Three rules:
- **The workstation is never assumed up.**
- **Fall back silently** when it would only do the job better.
- **Name the gap** when the resident model cannot do the job at all. A world
question goes through `LLMPhraser.PhraseWorld` and returns `worldGap`
(`cmd/mavend/worldmodel.go`) rather than an invented answer. A box with no
`workstation` block behaves exactly as it did before the seam.
Routing and replies prefer the workstation through `modelSeam`. Nudge and
reminder phrasing prefer it inside the phraser. `docs/offload.md` says which
caller is which.
**The embedder stays on homesrv permanently**, because it backs that floor. It is
multilingual-e5-small, quantized and asymmetric. `EmbedQuery` and `EmbedPassage`
apply the `query:` and `passage:` prefixes it was trained with. Calling plain
`Embed` on a note is a bug. See `docs/evals/2026-08-04-recall-e5-small.md`.
### Speech-to-text
`sttSeam` in `cmd/mavend/voicewire.go` builds an `stt.Pair` beside `modelSeam`.
It prefers CrisperWhisper 2.0 turbo on workpc with mavsttd as the floor. It takes
only the silent half of the rule, because a worse transcript is still a turn. So
`stt.Pair` has no `TranscribeRemote` and the fallback is never spoken.
CW2 turbo scores 10.4% WER in Russian against 27.5% for the `ggml-small.bin`
mavsttd loads, over 200 Golos clips
(`docs/evals/2026-08-09-crisperwhisper2-russian-wer.md`).
**whisper.cpp cannot load CW2 at all.** It reads its language count off the
vocabulary size. CW2's 51897 tokens shift seven special token ids. So CW2 is its
own transformers service on port 8081 (`deploy/cw2/serve.py`).
`stt.HTTPTranscriber` posts raw PCM to it with a bearer token, because audio is
the most sensitive thing that crosses this seam. The switch is `workstation.stt`
in `deploy/mavend.json`, and deleting the block sends every utterance to mavsttd.
**mavgpud runs that service as a second child.** This is not an optimisation.
CW2 is a ROCm process on the same card, so it registers on the KFD like any
contender. Under its own systemd unit it made mavgpud evict llama-server every
few seconds. That took the model arm down for eight minutes on 2026-08-09. The
card needs one owner. **Any GPU service added beside mavgpud goes in
`cmd/mavgpud`, never in systemd.** CW2 is on the yield clock and not the idle
one. At 1.6GB it denies the card to nobody.
Text-to-speech has not moved. piper on homesrv is the only synthesizer.
**The embedder stays on homesrv permanently**, because it backs that floor.
`EmbedQuery` and `EmbedPassage` apply the `query:` and `passage:` prefixes
multilingual-e5-small was trained with. Calling plain `Embed` on a note is a bug.
## Build and test
CGO daemons (`mavend`, `mavsttd`, `mavttsd`, `mavenclient`) need the vendored
toolchain and libs wired through the Makefile. **Do not call `go build` on them
bare, use `make`.**
toolchain wired through the Makefile. **Do not call `go build` on them bare**,
and **do not hand-write the CGO preamble**. This box runs zsh, so an unquoted
`-run Test*` dies on "no matches found" before `go` is reached. `make t` also
carries `-count=1` and sets `MAVEN_ONNX_LIB`. Without that variable the four
`TestONNX*` measurements self-skip and the run still prints `ok`.
```sh
make build # all 11 binaries
make build-web # one daemon (web/waked/poll/caldav build without CGO)
make test # go test -race across ./internal/... ./cmd/... with CGO env set
make t PKG=./internal/router/
make t PKG=./cmd/mavend/ RUN=TestSimulator
make build # all 11 binaries. make build-web for one (web/waked/poll/caldav skip CGO)
make test # go test -race across ./internal/... ./cmd/... with CGO env set
make t PKG=./internal/router/eval/ RUN='TestONNX' V=1 # V=1 for -v, RACE=0 to drop -race
make analyze # staticcheck, deadcode and govulncheck. Not in `test`: all three need the network
```
**Do not hand-write the CGO preamble.** Past sessions pasted it about 390 times,
and that is where the shell-quoting failures came from. This box runs zsh, so an
unquoted `-run Test*` dies on "no matches found" before `go` is ever reached.
**The static gates pass against a baseline, not against zero**
(`scripts/analyzers/*.baseline`, reasoning in `docs/workflow.md`). A fix must
delete its baseline entry, because the gate also fails on an entry whose finding
is gone. **`make audit` is a git-grep inventory, not analysis.** Do not cite it
as a reachability check.
`make t` carries `-race`, so a green `make t` cannot turn red under `make test`.
It carries `-count=1`, so a cached PASS from before your edit is never mistaken
for a result. It sets `MAVEN_ONNX_LIB`, which the hand-written recipe did not.
The four `TestONNX*` measurements self-skip when that variable is unset and the
run still prints `ok`. So every targeted eval done the old way reported the hash
ratchet while reading as a real embedder score.
## The daemons (`cmd/`)
| Binary | Role |
|---|---|
| `mavend` | **Core.** Router, phraser, memory, reminders, digestion tick. Owns the DB and IPC socket. |
| `mavweb` | HTTP UI and PWA (`/dash`, `/history`, `/trace`, `/notifications`, `/tools`), WebAuthn auth. |
| `mavsttd` | Speech-to-text (whisper.cpp, CGO). |
| `mavttsd` | Text-to-speech (piper subprocess). |
| `mavwaked` | Wake-word and VAD gate. **Not deployed anywhere yet.** |
| `mavenclient` | Voice loop client (mic, stt, core, tts). **Not deployed anywhere yet.** |
| `mavpoll` | Environment poller: netdata alarms, uptime-kuma, zenmoney, wireguard presence. Writes facts, sends nothing. Telegram is `internal/delivery/telegramsink`. |
| `mavcaldav` | CalDAV calendar sync. |
| `mavmaild` | Mail reader (IMAP, read-only). Holds the IMAP password, core never sees it. |
| `mavgpud` | GPU supervisor. **Runs on workpc**, own unit `deploy/mavgpud.service`. Keeps llama-server loaded while the card is free (V-488). Maven never asks it for anything and reads `/health` through `llm.Pair`. |
| `mavupdate` | Not a daemon. Operator CLI a human runs on the box to deploy a new build. |
Two binaries have no Makefile target and neither is deployed. `mavseal` encrypts
a live tmpfs working copy back to the ciphertext file when mavend was killed
before `defer st.Close()` sealed it. `labelgen` runs the stage 0 grammars over
utterances and prints JSONL, the training data for the routing heads.
Daemons are wired socket-to-socket, not linked. `internal/ipc` is the wire
protocol. `deploy/mavend.json` sets socket paths, model paths and the phraser and
embedder blocks, with `${VAR}` expansion from gitignored `deploy/telegram.env`.
### Who is in compose, and who is not
## The daemons
Eleven binaries under `cmd/`, wired socket-to-socket over `internal/ipc`, not
linked. `mavend` is the core and owns the DB and the IPC socket.
`deploy/mavend.json` sets sockets, model paths and the phraser and embedder
blocks, with `${VAR}` expansion from gitignored `deploy/telegram.env`.
**`docker-compose.yml` runs five**: `mavend`, `mavsttd`, `mavttsd`, `mavweb`,
`mavpoll`. Count against compose, not against the table above. Four daemons are
absent and each absence has a different reason.
`mavpoll`. Count against compose, not against `make build`. `mavwaked` runs on
workpc under systemd. `docs/deployment.md` says who else is absent and why.
`mavmaild` and `mavcaldav` are commented out, each with the reason beside it. The
first needs a mail account and the second a CalDAV account, and this box has
neither. Two things ride on the CalDAV absence (V-644). Agenda questions route to
`IntentQuery` at stage 0, and the `calendar` query source then reads a table
nobody writes. And `loop.State.CalendarBusy` is fed by the same facts, so the
gate's "do not nag mid-meeting" is permanently false.
`mavwaked` and `mavenclient` are absent **by decision** (V-463,
`docs/plans/17-where-the-voice-loop-runs.md`). homesrv has a microphone, because
it is a laptop, but it is in the wrong room. They belong on a client machine
where the owner is standing, and that machine is workpc. `ipc.Dial` already takes
`tcp://host:port?token=...`, so V-515 is a deployment and not a build.
Until then the wake word and the VAD gate are covered by unit tests and nothing
else. Push-to-talk through `/dash` is what QA covers. Deploying them does not by
itself prove a wake word. `mavwaked` has no keyword model (V-487 stage two), so
the loop runs open until that lands.
**Passwords are read from files, never taken as flag values.** `mavcaldav` uses
`-pass-file` and `-render-pass-file`. `mavpoll` and `mavmaild` follow the same
rule.
- **Passwords are read from files, never taken as flag values.**
- **The voice wire is plaintext with no auth.** mavend's voice port stays on
homesrv loopback and reaches workpc over ssh. Do not LAN-bind it.
`SurfaceVoice` caps acts at L0, and L0 does not cap reading.
- **A GPU service added beside mavgpud goes in `cmd/mavgpud`, never in systemd.**
The card needs one owner. A second unit made mavgpud evict llama-server every
few seconds and took the model arm down for eight minutes.
## The ecosystem: Nexus, Praxis, Hexis
Maven is one of four services. It owns conversation and personal memory. It does
not own identity, operational state, or execution. Full contract in
`docs/ecosystem.md`.
```text
Nexus identifies. Praxis observes. Hexis acts. Maven understands and coordinates.
```
| Service | Owns | Maven's client | Configured at |
|---|---|---|---|
| **Nexus** | Canonical entity ids, names, aliases, relationships. Projects, services, devices, people, pets, places. | `nexusClient` in `cmd/mavend/ecosystem.go`, `POST /api/v1/resolve` | `nexus.url` (`http://nexus:9740`) |
| **Praxis** | Operational attention and item lifecycle. What needs looking at, what changed, what is unresolved. | `praxisClient`, the HTTP tools API under `/api/v1/tools/` | `praxis.url` (`http://praxis:8989`) |
| **Hexis** | The capability registry and the only path to executing anything. | vendored `github.com/kami/hexis/pkg/client` | `hexis.url` (`http://hexis:9741`) |
All three are `nil` unless configured and every one degrades on its own. An
outage means a named gap in the answer, never a broken turn and never a guess.
Rules that are not negotiable:
Nexus identifies, Praxis observes, Hexis acts, Maven understands. Maven does not
own identity, operational state, or execution. Full contract in
`docs/ecosystem.md`. All three are `nil` unless configured and each degrades
alone. An outage means a named gap, never a broken turn or a guess.
- **No component reads another component's database.** Praxis attention comes
over HTTP, never from its SQLite file.
- **Identity lives in Nexus.** Do not invent a local fact key for something Nexus
resolves. `actionFact` sets `Subject`, and `cmd/mavend/factenrichment.go`
resolves it in the background.
- **Identity lives in Nexus.** Do not invent a local fact key for something
Nexus resolves. `cmd/mavend/factenrichment.go` resolves `actionFact.Subject`.
- **Free text never reaches a mutating Hexis call.** Resolve to a canonical
entity id first. Ambiguous resolution asks the owner, it does not pick.
- **LLM output is not authorization.** Confirmation binds capability id, target
entity, arguments, requester and expiry. See `cmd/mavend/confirm.go`.
- **Praxis lifecycle words mean different things.** Surfaced is not acknowledged,
acknowledged is not resolved, execution success is not recovery. Reading an
item aloud calls `Surface`, never `Acknowledge`.
- **No automatic attention-to-action path.** Digestion may summarise Praxis. It
entity, arguments, requester and expiry (`cmd/mavend/confirm.go`).
- **Praxis lifecycle words differ.** Surfaced is not acknowledged, acknowledged
is not resolved, execution success is not recovery. Reading an item aloud
calls `Surface`, never `Acknowledge`.
- **No automatic attention-to-action path.** Digestion may summarise Praxis and
may not call Hexis.
Every cross-service call carries a correlation id minted once per action
(`withCorrelationID`), a contract version header, and `X-Requested-By: maven`.
- Every cross-service call carries a correlation id minted once per action
(`withCorrelationID`), a contract version header, and `X-Requested-By: maven`.
## Routing
**Read `docs/routing.md` before touching `internal/router/` or `queryWalk`.** It
carries the stage-by-stage reasoning, every measurement, and why each rule
exists. What follows is only what must not be broken.
carries the reasoning, the measurements and every rule's why. A route produces
two decisions. **Intent** is one of seven values. **Source** is where the answer
lives and is read on `IntentQuery` alone. Score them separately. The cascade is
stage 0 grammars, then the routing heads, then the resident model, then the
classifier. Every stage may decline and the next one answers.
A route produces two decisions. **Intent** is one of seven values. **Source** is
where the answer lives and is read on `IntentQuery` alone. They are scored
separately, because one number hides which one moved.
The cascade is stage 0 grammars, then the routing heads, then the resident model,
then the classifier. Every stage may decline and the next one answers.
- **The classifier is the floor, not dead code.** It runs when the resident model
is off. It runs when there is no llama-server, and on any error. Deleting it
makes a model outage a broken turn.
- **Any model error falls through**, so a turn never breaks on a model.
- **`baselineGrammars` in `eval_test.go` mirrors `buildRouter`.** Add a grammar
to one and it belongs in both, or the fixture scores a set nobody runs.
- **The classifier is the floor, not dead code.** It answers when the resident
model is off, absent, or erroring. **Any model error falls through.**
- **`baselineGrammars` in `eval_test.go` mirrors `buildRouter`.** A grammar
added to one belongs in both, or the fixture scores a set nobody runs.
- **Go's `\b` is ASCII-only** and never fires after a Cyrillic letter. A Russian
pattern needs an explicit `(\s|[?!.]|$)`.
- **`PraxisGrammars()` is the only path to Praxis**, not a faster one. The model
reaches Praxis 0/12 alone, because nothing in the router prompt names a Praxis
capability.
- **`voice.embedder.heads_path` must never point at `model_path`.** The resident
e5-small must not be replaced by the fine-tuned copy. Recall depends on that
file scoring what it scored. Fine-tune a copy of the weights.
- **Bump `tokenizerRev` on any change to what `encodeWord` emits.** The embedder
id carries the revision. So a tokenizer fix triggers `ReembedAll` the way
swapping the model file does.
- **A new rung in the `runTurn` ladder needs its name in `preRouteLadder`**
(`cmd/mavend/decisiontrace.go`). Otherwise that rung is silently missing from
the decision record.
- **`PraxisGrammars()` is the only path to Praxis**, not a faster one.
- **`voice.embedder.heads_path` must never point at `model_path`.** Recall
depends on the resident e5-small scoring what it scored. Fine-tune a copy.
- **Routing traces are retained 14 days**, enforced on write and again on start.
The utterance is stored in clear and nothing reads it outward. `Store.Wipe`
deletes it with everything else.
- **Bump `tokenizerRev` on any change to what `encodeWord` emits**, so a
tokenizer fix triggers `ReembedAll` the way swapping the model file does.
- **A new rung in the `runTurn` ladder needs its name in `preRouteLadder`**
(`cmd/mavend/decisiontrace.go`), or it is missing from the decision record.
### `queryWalk` and the destination
**`queryWalk` takes query sources out and moves none** (`actions_query.go`). That
is the safety argument and it is not negotiable. The table's order is
load-bearing and carries "the owner's data first, then the world".
`SourceUnknown` is the floor and walks the whole chain. A named destination
removes only the sources marked `guesses: true`, so a source that looks rather
than guesses is always asked. **The personal boundary is the one exception and
it is deliberate.** It guesses, so naming `SourceWorld` drops it. **Only a stage
0 grammar may drop it** (owner's call, V-666). `queryWalk` reads
`Decision.SourceAnchored` for the source marked `boundary: true` and no other.
`queryWalk` in `cmd/mavend/actions_query.go` takes sources **out** and moves
none. That is the safety argument and it is not negotiable. The table's order is
load-bearing, and above all it carries "the owner's data first, then the world".
Judge a routing change against the classifier (76.0% intent, 36.4% destination)
and the resident model (80.2% intent), since those always answer. The fixture
has grown from 77 cases to 96, so a number compares only to another number on
the same fixture.
`SourceUnknown` is a real value and it is the floor. Nothing named a destination,
so the daemon walks the whole chain. Naming `SourceWorld` does not send the turn
outside on its own.
## Language: model output and Russian
What comes out is only the sources marked `guesses: true`. Those decide a turn is
theirs by cosine against frozen seeds, then answer whatever they claimed. A
source that looks rather than guesses is always asked.
Both contracts are in `docs/language.md`. What must not be broken:
**The personal boundary is the one exception and it is deliberate.** It guesses,
so naming `SourceWorld` drops it. **Only a stage 0 grammar may drop it**
(owner's call, V-666). `Decision.SourceAnchored` carries the provenance, and
`queryWalk` reads it for the source marked `boundary: true` and no other. So
every other guesser still comes off the turn, whoever named the destination.
`TestOnlyAGrammarMayDropTheBoundary` and `TestNamingRecallKeepsTheBoundary` pin
both directions.
### Current numbers
| Arm | Intent | Destination | p50 |
|---|---|---|---|
| classifier + ONNX | 76.0% | 36.4% | 16.6µs |
| resident Qwen3-1.7B, cascade | 80.2% | not measured | 1.19s |
| routing heads, cascade | 96.9% | 75.8% | 27.9ms |
| workstation gemma-4-E4B, cascade | 89.6% | 57.6% | 294ms |
Judge a routing change against the classifier and the resident model, since those
are what always answer. The fixture has grown from 77 cases to 96, so a number is
comparable only to another number on the same fixture.
## LLM output contract
All phrasing paths emit `{"response":"...","mood":"..."}`, falling back to plain
text when the model skips the JSON. **One parser, `parseResponseMood` in
`internal/phraser/parse.go`**, and every path reaches it: the six `LLMPhraser`
methods, `PhraseWorld`, and `Replier.PhraseReply`. `cmd/mavend/replier_llm.go`
wraps the last of those, holds the stub fallback, and does no parsing of its own.
Mood is a fixed enum.
The router prompt is a separate contract:
`[{"intent":<enum>, key?, value?, text?, verb?}, ...]` over 7 intents (`fact,
reminder, note, query, act, chat, system`). `llm/check_prompt_parity.py` in the
training workspace enforces that the Go and relabelling prompts stay identical.
## Russian patterns: three mechanisms, no fourth
Hand-written Russian stem patterns were swept out on 2026-08-04 (owner's call).
A regex whose output is a fact or a route is the defect. A regex over structured
input, such as HTML, MIME, JSON, a URL or an argv list, is not. Before writing a
Russian word list, pick one of these:
- **`internal/lexicon`** for closed classes, in `lexicon_ru_v1.json`.
Interrogatives, capture verbs, reminder verbs, cardinals, day offsets, parts of
day, weekdays, months, spoken hours. Editing a word is a data change and there
is exactly one copy. Months used to live in three files. Cardinals carry the
oblique forms, because a spoken time declines and `в семь` and `к семи` are one
hour.
- **`internal/morph`** for grammar, from the vendored golem Russian dictionary.
`IsVerbForm` and `SameWord`. Lemma matching is BROADER than stem-plus-one-ending,
so a verb slot meaning the imperative must be matched exactly. `говори` and
`говорил` are one lemma and only one of them is a command
(`cmd/mavend/quiet_toggle.go`).
- **`cmd/mavend/topics.go` and the embedder** for open sets, where the question is
what a turn is ABOUT. Frozen seeds per subject plus a real `other` class, scored
against the turn's own query vector. Same shape as the personal boundary in
`personalboundary.go`, with one difference. A topic must clear the runner-up by
`topicMargin`, because a false claim here spends a network scan rather than one
honest "не знаю". The old keyword tests stay as the offline floor.
- **The ecosystem trio** when the answer is not in the utterance at all. Identity
is Nexus's, never a local pattern.
Seeds are scoring data. Editing one moves a recogniser and must be re-measured
against the `TestONNX*` tests, not eyeballed.
- **One parser for model text, `parseResponseMood`** in
`internal/phraser/parse.go`. Every phrasing path reaches it. Mood is an enum.
- **The router prompt is a separate contract** over 7 intents, and
`llm/check_prompt_parity.py` keeps the Go and relabelling copies identical.
- **Russian words are matched by three mechanisms and no fourth**:
`internal/lexicon` for closed classes, `internal/morph` for grammar, and
`cmd/mavend/topics.go` with the embedder for open sets. A regex whose output
is a fact or a route is the defect. A regex over structured input is not.
- **Seeds are scoring data.** Editing one moves a recogniser and must be
re-measured against the `TestONNX*` tests, not eyeballed.
## Non-goals and hard constraints
Not a nag, not autonomous.
**The persona is feminine.** Russian self-reference uses feminine forms: `рада`
**The persona is feminine.** Russian self-reference takes feminine forms: `рада`
not `рад`, `поняла` not `понял`. The owner is male and she speaks to him
informally. Use "ты", singular, never "вы" or "ваш", and never "он" or "его". She talks TO
the owner, not about him. Pet names such as "милый" are forbidden. The name
"Ками" is not. `CheckAddress`, `CheckFeminine` and `CheckCringe` in
informally. Use "ты", singular, never "вы" or "ваш", and never "он" or "его".
She talks TO the owner, not about him. Pet names such as "милый" are forbidden.
The name "Ками" is not. `CheckAddress`, `CheckFeminine` and `CheckCringe` in
`internal/phraser/eval/checks.go` enforce this, scored by `make eval-phrasing`.
**"Never phones home" is deprecated** (owner's call, 2026-07-31). A 1.7B does not
know enough to answer world questions, so she reads external sources. What
replaces it:
**"Never phones home" is deprecated** (owner's call, 2026-07-31). She reads
external sources, and `docs/world.md` carries that chain. What holds regardless:
- **No telemetry, no cloud model, no third-party account.** That part never
changes. Nothing about Maven is reported to anyone and inference stays on the
box.
- **No telemetry, no cloud model, no third-party account.** Inference stays on
the box and nothing about Maven is reported to anyone.
- **The owner's data first, then the world.** Every source reading his facts,
notes, calendar, tasks or house runs before anything outside. The personal
boundary sits between them. Reading beats recalling for a small model.
- **The owner's notes and facts are never search input.** Only the utterance goes
out. Never the persona block, the history, or matched notes.
- **External search is allowed and off unless configured**, like weather and
telegram. The code default is off. `deploy/mavend.json` ships a `search` block,
so it is on for this box and deleting the block turns it off again.
- **In the world, live search leads and the ZIMs are the fallback** (owner's
call, 2026-08-02). A self-hosted SearXNG answers first. The Kiwix ZIMs on
homesrv answer when the search is empty, unreachable, or the line is down.
### The world chain
`Response.Empty()` is the whole gate and there is no quality threshold in front
of it. Four signals were tried and none separates a real question from an
invented one. Token overlap would cost "столица Франции" its answer, because the
answer is Париж and that word is not in the question
(`docs/evals/2026-08-05-search-quality-signals.md`). **The embedder is not a
fifth signal**: query-to-passage cosine measures topic and not whether the
passage answers, and the two sets overlap
(`docs/evals/2026-08-09-kiwix-topic-retrieval.md`).
The connect phase alone is capped at `dialTimeout` (1.5s), because a blackholed
host once cost the owner 8 seconds. A slow instance that did connect keeps the
full 8 (`docs/evals/2026-08-05-kiwix-offline-fallback.md`).
**A Russian question reads `wikipedia_ru_all_maxi_2026-02` verbatim** through
`kiwix.book_ru`. The RU→EN rewriter is the workaround for an English book and is
skipped there. Kiwix catalog names come from the filename, not the `<name>`
field.
**Kiwix ranks by keyword overlap.** Never send it a whole sentence.
`kiwix.Topic` drops the narrative request, the interrogative and a verb behind
one. `kiwix.TitlePath` tries the exact article first, since a ZIM is addressable
by title and a wrong title is a 404. `TitleCandidates` tries the spoken form and
then the capitalized one. Both apply on the verbatim path alone. The rewriter
already reduces a question, and reducing twice takes the topic off its input
(V-668).
**Which query source claimed a turn is readable on `/chat`** as a badge beside
the reply. It is carried on `ipc.ChatReply.Source` and noted by `noteQuerySource`
in `cmd/mavend/querysource.go`. It rides the context, so `handleText` keeps the
one string signature the mic, telegram and the web share.
## Web UI conventions
Server-rendered pages share `cmd/mavweb/static/ui.css` (served at `/ui.css`) and
the shell partial in `cmd/mavweb/shell.html`. A page opens with
`{{template "shellTop" "<page-key>"}}` and closes with `{{template "shellBottom"}}`,
and the key marks the active sidebar link.
Every page is its own embedded `.html` file next to `main.go`. No page markup
lives in Go, and the sidebar is data (`sidebarSections`, `pageIcon`) the template
renders. No per-page `<style>` beyond true one-offs. Wrap every table in
`<div class=scroll>` so wide data pans on a phone. Local preview and headless
screenshot recipes are in `AGENTS.md`.
## Vikunja
This repo is project **Maven** (ID 2). MCP at `http://localhost:9100/mcp`, or
`http://192.168.1.104:9100/mcp` from workpc. Feature, bug and deploy tasks go
there.
Vikunja is the durable task store. A task holds the goal, the constraints and the
assumption ledger. Work without a task id is work nobody can resume, so a session
with no id asks for one before it starts.
The MCP tool schemas are deferred. Load the four you use in ONE call at the start
of a session:
```text
ToolSearch("select:mcp__vikunja__list_tasks,mcp__vikunja__get_task_details,mcp__vikunja__create_task,mcp__vikunja__update_task")
```
**Close a finished task with `done: true` and nothing else** (owner's call,
2026-08-07). Do not write a completion summary into the description on the way
out. It is lost anyway, and the durable record is the commit messages and the
merged PR. `update_task` carrying a `description` resets `done` to false, which
is why a write-up ever took two calls.
notes, calendar, tasks or house runs first, and the personal boundary sits
between them and anything outside.
- **His notes and facts are never search input.** Only the utterance goes out,
never the persona block, the history, or matched notes.
- **External search is allowed and off unless configured.** Deleting the
`search` block in `deploy/mavend.json` turns it off.
- **`Response.Empty()` is the whole gate** on a world answer. There is no
quality threshold in front of it and four candidate signals all failed.
## Session workflow
`~/.local/bin/task` owns the branch, the commit identity and the PR. One task,
one session, one PR.
`docs/workflow.md` carries the five stores, the doc tiers and the guards. One
task, one session, one PR. `/pickup` opens a session and `/wrap` closes it. Wrap
at roughly half context rather than letting the session compact.
```sh
task start <vikunja-id> # branch off origin/master, write TASK.md, fetch review comments
task pr # push, open or refresh the PR, label Vikunja, notify
task comments # re-pull this branch's review comments into .task/
ToolSearch("select:mcp__vikunja__list_tasks,mcp__vikunja__get_task_details,mcp__vikunja__create_task,mcp__vikunja__update_task")
```
Around that, `/pickup` opens a session and `/wrap` closes it. Wrap at roughly
half context rather than letting the session compact.
Five stores, and each one owns something the others must not hold:
| Store | Holds | Lifetime |
|---|---|---|
| Vikunja task | goal, constraints, assumption ledger, status | durable |
| `CLAUDE.md`, `AGENTS.md` | what an agent must know before touching code | durable |
| `docs/` | design, measurements, decisions | durable |
| `TASK.md` | the brief for this branch, written by `task start`, immutable | one branch |
| `HANDOFF.md` | only what the next agent needs to resume | one session |
`TASK.md` and `.task/` are excluded through `.git/info/exclude`. `HANDOFF.md` is
gitignored and injected at session start. If a line in the handoff would still
matter next week, it is in the wrong file.
Docs are tiered by path, so staleness is visible from the filename. Files
directly under `docs/` are living and carry a `Last verified: <date> @ <sha>`
line. Files under `docs/evals/` are dated measurements and are never edited after
the day, so a newer number is a new file. Files under `docs/archive/` are dead
and read by nobody by default.
**This file is a rules file.** A new measurement belongs in `docs/evals/`. The
reasoning behind a subsystem belongs in its living doc. A line here earns its
place only by changing what an agent does.
## Git guards
Two hooks in `.githooks/`, tracked, wired with `core.hooksPath`. Fresh clone:
```sh
git config core.hooksPath .githooks
```
- `pre-commit` refuses master, and refuses more than 300 changed lines in
- This repo is Vikunja project **Maven** (ID 2), MCP at
`http://localhost:9100/mcp`, or `http://192.168.1.104:9100/mcp` from workpc.
- **A session with no task id asks for one before it starts**, because work
without one is work nobody can resume.
- **Close a finished task with `done: true` and nothing else** (owner's call,
2026-08-07). `update_task` carrying a `description` resets `done` to false.
- **`pre-commit` refuses master** and more than 300 changed lines in
non-markdown files. Markdown is exempt and may land as one batch.
- `commit-msg` requires the subject to end with `(V-<id>)`. `V-` and not `#`,
because Gitea autolinks `#123` to a Gitea issue, which is the wrong tracker.
Two more guards live outside the repo, in `~/.claude/hooks/`. `diff-budget.sh`
blocks further edits past 600 changed lines on a `task/` branch.
`prose_lint_hook.py` checks prose on every write. Both measure against
`origin/master`, so a local master that is ahead of the remote makes the diff
budget read high.
`--no-verify` exists. Using it means saying why in the commit body.
- **`commit-msg` requires the subject to end with `(V-<id>)`.** `V-` and not
`#`, because Gitea autolinks `#123` to the wrong tracker.
- **`diff-budget.sh` blocks edits past 600 changed lines** on a `task/` branch.
- **`--no-verify` exists.** Using it means saying why in the commit body.
+67 -3
View File
@@ -4,7 +4,7 @@
# `test` below fail on the two packages that have no test files. deps-go builds
# the missing tools in, so the vendored tree is self-sufficient. Keep the version
# here in step with the `go` directive in go.mod.
GO_VERSION := 1.25.5
GO_VERSION := 1.25.12
GO := $(shell pwd)/deps/go/go/bin/go
export GOTOOLCHAIN := local
GOFLAGS :=
@@ -16,7 +16,7 @@ PIPER_BIN := $(shell pwd)/deps/piper/piper
PIPER_MODEL := $(shell pwd)/models/tts/ru_RU-irina-medium.onnx
PIPER_ESPEAK := $(shell pwd)/deps/piper/espeak-ng-data
.PHONY: t audit simulate stt-fixtures test-stt-golden all build build-stt build-tts build-daemon build-client build-waked build-web build-poll build-caldav clean test fmt-check vet run-stt run-tts run-web download-embedder deps-go deps-sentinel tidy eval-router eval-reach eval-recall eval-phrasing eval-models build-gpud
.PHONY: t audit simulate stt-fixtures test-stt-golden all build build-stt build-tts build-daemon build-client build-waked build-web build-poll build-caldav clean test fmt-check vet run-stt run-tts run-web download-embedder deps-go deps-sentinel deps-vuln vuln deps-lint lint deadcode analyze tidy eval-router eval-reach eval-recall eval-phrasing eval-models build-gpud
all: build
@@ -73,7 +73,7 @@ run-web: build-web
# builds them on demand, but `go test -coverprofile` calls covdata through
# base.Tool(), which only stats pkg/tool and exits. So build them in once here.
GO_TARBALL := go$(GO_VERSION).linux-amd64.tar.gz
GO_SHA256 := 9e9b755d63b36acf30c12a9a3fc379243714c1c6d3dd72861da637f336ebb35b
GO_SHA256 := 234828b7a89e0e303d2556310ee549fbcf253d28de937bac3da13d6294262ac1
deps-go: deps-sentinel
@mkdir -p deps/go
cd deps/go && curl -fLO 'https://go.dev/dl/$(GO_TARBALL)'
@@ -95,6 +95,70 @@ deps-sentinel:
@mkdir -p deps
@printf 'module github.com/kami/maven/deps\n\ngo 1.21\n' > deps/go.mod
# vuln — the advisory gate the 2026-08-10 audit found missing (V-682). It reads
# the published database over the network, so it is not part of `test`, which
# has to pass on a box with no route out. Run it before a toolchain or
# dependency bump lands, because that is what it grades: on 2026-08-11 the
# pinned Go 1.25.5 and x/text 0.14.0 carried 20 reachable advisories and the
# bumped pair carries none.
#
# govulncheck is a tool and not a dependency, so it is installed into deps/ like
# the toolchain rather than added to go.mod. The version is pinned here for the
# same reason GO_VERSION is: a gate that moves on its own is not a gate.
GOVULNCHECK_VERSION := v1.6.0
GOVULNCHECK := $(shell pwd)/deps/bin/govulncheck
deps-vuln: deps-sentinel
@mkdir -p deps/bin
GOTOOLCHAIN=local GOBIN=$(shell pwd)/deps/bin \
$(GO) install golang.org/x/vuln/cmd/govulncheck@$(GOVULNCHECK_VERSION)
# The CGO env is the same one `test` carries: govulncheck loads the packages,
# and the four CGO daemons do not load without it.
vuln: deps-vuln
CGO_CFLAGS="$(CGO_CFLAGS)" CGO_LDFLAGS="$(CGO_LDFLAGS)" LD_LIBRARY_PATH="$(shell pwd)/deps/lib" \
PATH="$(shell pwd)/deps/go/go/bin:$$PATH" GOTOOLCHAIN=local $(GOVULNCHECK) ./...
# lint and deadcode — the other two analyzers the 2026-08-10 audit asked for
# (V-694). They are not part of `test` for the same reason `vuln` is not: they
# install over the network, and they are slow enough that a change to one Go
# file should not pay for them.
#
# Neither reports zero, so neither fails on its own output. The accepted set
# lives in scripts/analyzers/*.baseline and scripts/analyzer-gate.sh decides.
# What is new fails, and so does a baseline entry whose finding is gone.
#
# deadcode runs with -test, so a test file is a root. Without it the report is
# 172 lines, most of internal/router/eval, and none of it is a mistake.
STATICCHECK_VERSION := v0.7.0
DEADCODE_VERSION := v0.48.0
STATICCHECK := $(shell pwd)/deps/bin/staticcheck
DEADCODE := $(shell pwd)/deps/bin/deadcode
deps-lint: deps-sentinel
@mkdir -p deps/bin
GOTOOLCHAIN=local GOBIN=$(shell pwd)/deps/bin \
$(GO) install honnef.co/go/tools/cmd/staticcheck@$(STATICCHECK_VERSION)
GOTOOLCHAIN=local GOBIN=$(shell pwd)/deps/bin \
$(GO) install golang.org/x/tools/cmd/deadcode@$(DEADCODE_VERSION)
# Both load the packages, so both carry the CGO env `test` carries. Without it
# the four CGO daemons do not load and the analyzer reports a build error
# instead of a finding -- which analyzer-gate.sh fails on rather than filters.
ANALYZER_ENV = CGO_CFLAGS="$(CGO_CFLAGS)" CGO_LDFLAGS="$(CGO_LDFLAGS)" \
LD_LIBRARY_PATH="$(shell pwd)/deps/lib" \
PATH="$(shell pwd)/deps/go/go/bin:$$PATH" GOTOOLCHAIN=local
lint: deps-lint
@$(ANALYZER_ENV) $(STATICCHECK) ./... | scripts/analyzer-gate.sh staticcheck
deadcode: deps-lint
@$(ANALYZER_ENV) $(DEADCODE) -test ./... | scripts/analyzer-gate.sh deadcode
# Every static gate in one command. Not `check`, because it is not the thing to
# run before a commit: vuln reads the network and all three are slow.
analyze: lint deadcode vuln
# Run the tidy the sentinel makes possible. Not part of `test`: it rewrites
# go.mod, and a build target that edits the module file is a surprise.
# vendor/ is committed, so a tidy that drops a requirement must be followed by
+6 -1
View File
@@ -386,8 +386,13 @@ func modelSeam(cfg *config.Config, resident *llm.Client) (router.Completer, *llm
return resident, nil
}
ws := cfg.Workstation
remote := llm.New(ws.URL, time.Duration(ws.Timeout))
remote.SetToken(ws.Token)
if ws.Token == "" {
log.Printf("voice: no workstation.token — mavgpud refuses an unauthenticated request, so this reads as a card that is always busy")
}
pair := llm.NewPair(
llm.New(ws.URL, time.Duration(ws.Timeout)),
remote,
resident,
ws.Health,
time.Duration(ws.Probe),
+145
View File
@@ -0,0 +1,145 @@
package main
import (
"crypto/sha256"
"crypto/subtle"
"fmt"
"net"
"net/http"
"os"
"strings"
)
// The boundary in front of the card.
//
// mavgpud has to listen on the LAN, because homesrv is the client and a
// loopback default takes the model arm down. That makes this the one hop on the
// workstation anything on the network could reach, and until 2026-08-11 it
// reverse-proxied every path to llama-server unauthenticated: any client could
// spend the card, hold the model resident by touching the idle clock, and read
// /slots, which carries the prompts of whoever else was using it.
//
// So: a bearer token every request must carry, read from a file, and a path
// allowlist so a token that leaks buys the model API and not the admin one. The
// CW2 transcriber beside this daemon has worked this way since it shipped; this
// is the same arrangement, not a new one.
// readToken loads the bearer token. The file holds the token and nothing else,
// trailing newline allowed. A path that is set and unreadable is fatal to the
// caller: a supervisor that silently ran without its boundary is the failure
// this exists to prevent.
func readToken(path string) (string, error) {
b, err := os.ReadFile(path)
if err != nil {
return "", fmt.Errorf("token_file: %w", err)
}
tok := strings.TrimSpace(string(b))
if tok == "" {
return "", fmt.Errorf("token_file %s is empty", path)
}
return tok, nil
}
// loopbackListen reports whether addr can only be reached from this machine.
// An empty or wildcard host is not loopback, which is the case that matters:
// ":8080" is the shipped default and it answers the whole LAN.
func loopbackListen(addr string) bool {
host, _, err := net.SplitHostPort(addr)
if err != nil {
host = addr
}
host = strings.Trim(host, "[]")
if host == "" {
return false
}
if host == "localhost" {
return true
}
ip := net.ParseIP(host)
return ip != nil && ip.IsLoopback()
}
// allowed is what a token buys. Everything llama-server exposes beyond this is
// refused, because the endpoints Maven does not call are the expensive ones to
// hand out: /slots returns other callers' prompts, and its save/restore actions
// write files chosen by the request.
//
// Adding a caller means adding its path here. That is deliberate — the list is
// short because Maven's use of the workstation is.
var allowed = map[string]string{
"/v1/chat/completions": http.MethodPost,
"/v1/completions": http.MethodPost,
"/v1/embeddings": http.MethodPost,
"/v1/models": http.MethodGet,
"/props": http.MethodGet,
}
// requireToken authenticates, then bounds. Order matters: an unauthenticated
// client must not be able to make this daemon allocate a body buffer.
//
// /health is not exempt. It reports whether the card is loaded and free, which
// is exactly what someone deciding whether to take it from him would ask.
func requireToken(token string, maxBody int64, next http.Handler) http.Handler {
want := sha256.Sum256([]byte(token))
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
got := sha256.Sum256([]byte(bearer(r)))
if subtle.ConstantTimeCompare(got[:], want[:]) != 1 {
w.Header().Set("WWW-Authenticate", "Bearer")
http.Error(w, "unauthorized", http.StatusUnauthorized)
return
}
r.Body = http.MaxBytesReader(w, r.Body, maxBody)
next.ServeHTTP(w, r)
})
}
// bearer pulls the credential out of the header. A malformed header yields the
// empty string, which fails the comparison like any other wrong token — there
// is no separate error for it, because telling a caller *how* it was wrong is
// the only thing a probe learns from a 401.
func bearer(r *http.Request) string {
h := r.Header.Get("Authorization")
const prefix = "Bearer "
if len(h) <= len(prefix) || !strings.EqualFold(h[:len(prefix)], prefix) {
return ""
}
return strings.TrimSpace(h[len(prefix):])
}
// allowlist refuses a path the model arm does not use. It answers 404 rather
// than 403 so a scan cannot map llama-server's surface through this hop.
func allowlist(next http.Handler) http.Handler {
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
method, ok := allowed[r.URL.Path]
if !ok {
http.NotFound(w, r)
return
}
if r.Method != method {
w.Header().Set("Allow", method)
http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
return
}
next.ServeHTTP(w, r)
})
}
// limitInflight caps concurrent proxied requests. A waiter leaves when its own
// context ends, so a client that gave up does not keep a slot: llama-server
// runs with -np 1 and queueing here is cheaper than queueing inside the child
// with a body held in memory on both sides.
func limitInflight(n int, next http.Handler) http.Handler {
if n <= 0 {
return next
}
slots := make(chan struct{}, n)
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
select {
case slots <- struct{}{}:
defer func() { <-slots }()
next.ServeHTTP(w, r)
case <-r.Context().Done():
http.Error(w, "client went away", http.StatusServiceUnavailable)
}
})
}
+180
View File
@@ -0,0 +1,180 @@
package main
import (
"net/http"
"net/http/httptest"
"os"
"path/filepath"
"strings"
"sync"
"testing"
)
// ok is what the boundary is protecting: anything that reaches it has spent
// the card.
func ok(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusTeapot) }
func TestRequireTokenRefusesEveryWrongCredential(t *testing.T) {
h := requireToken("s3cret", 1<<20, http.HandlerFunc(ok))
cases := []struct {
name string
auth string
want int
}{
{"no header", "", http.StatusUnauthorized},
{"wrong token", "Bearer wrong", http.StatusUnauthorized},
{"prefix of the token", "Bearer s3cre", http.StatusUnauthorized},
{"token with no scheme", "s3cret", http.StatusUnauthorized},
{"basic auth", "Basic czNjcmV0", http.StatusUnauthorized},
{"right token", "Bearer s3cret", http.StatusTeapot},
{"scheme is case-insensitive", "bearer s3cret", http.StatusTeapot},
}
for _, tc := range cases {
t.Run(tc.name, func(t *testing.T) {
r := httptest.NewRequest(http.MethodGet, "/health", nil)
if tc.auth != "" {
r.Header.Set("Authorization", tc.auth)
}
w := httptest.NewRecorder()
h.ServeHTTP(w, r)
if w.Code != tc.want {
t.Errorf("status %d, want %d", w.Code, tc.want)
}
})
}
}
// The 401 must not say which part was wrong. A probe that can tell a malformed
// header from a wrong token learns the header shape for free.
func TestUnauthorizedSaysNothingUseful(t *testing.T) {
h := requireToken("s3cret", 1<<20, http.HandlerFunc(ok))
w := httptest.NewRecorder()
h.ServeHTTP(w, httptest.NewRequest(http.MethodGet, "/health", nil))
if got := strings.TrimSpace(w.Body.String()); got != "unauthorized" {
t.Errorf("body %q, want %q", got, "unauthorized")
}
if got := w.Header().Get("WWW-Authenticate"); got != "Bearer" {
t.Errorf("WWW-Authenticate %q, want Bearer", got)
}
}
// The body cap applies to an authenticated request. An unauthenticated one
// never gets far enough to allocate anything.
func TestRequireTokenCapsTheBody(t *testing.T) {
var read error
h := requireToken("t", 8, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
buf := make([]byte, 64)
for read == nil {
if _, read = r.Body.Read(buf); read != nil {
break
}
}
}))
r := httptest.NewRequest(http.MethodPost, "/v1/chat/completions", strings.NewReader(strings.Repeat("x", 4096)))
r.Header.Set("Authorization", "Bearer t")
h.ServeHTTP(httptest.NewRecorder(), r)
if read == nil || !strings.Contains(read.Error(), "too large") {
t.Errorf("read error %v, want the body cap", read)
}
}
func TestAllowlistRefusesWhatMavenDoesNotCall(t *testing.T) {
h := allowlist(http.HandlerFunc(ok))
cases := []struct {
method, path string
want int
}{
{http.MethodPost, "/v1/chat/completions", http.StatusTeapot},
{http.MethodGet, "/v1/models", http.StatusTeapot},
// /slots returns the prompts of whoever else is using the card, and
// its actions write files the request names.
{http.MethodGet, "/slots", http.StatusNotFound},
{http.MethodPost, "/slots/0?action=save", http.StatusNotFound},
{http.MethodGet, "/", http.StatusNotFound},
{http.MethodGet, "/v1/chat/completions", http.StatusMethodNotAllowed},
}
for _, tc := range cases {
t.Run(tc.method+" "+tc.path, func(t *testing.T) {
w := httptest.NewRecorder()
h.ServeHTTP(w, httptest.NewRequest(tc.method, tc.path, nil))
if w.Code != tc.want {
t.Errorf("status %d, want %d", w.Code, tc.want)
}
})
}
}
func TestLimitInflightCapsConcurrency(t *testing.T) {
const cap = 2
var mu sync.Mutex
now, peak := 0, 0
release := make(chan struct{})
h := limitInflight(cap, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
mu.Lock()
now++
if now > peak {
peak = now
}
mu.Unlock()
<-release
mu.Lock()
now--
mu.Unlock()
}))
var wg sync.WaitGroup
for i := 0; i < 8; i++ {
wg.Add(1)
go func() {
defer wg.Done()
h.ServeHTTP(httptest.NewRecorder(), httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil))
}()
}
// Let the first wave arrive, then drain. The assertion is the peak, and a
// peak that never reached the cap still cannot exceed it.
close(release)
wg.Wait()
if peak > cap {
t.Errorf("%d requests in flight at once, cap is %d", peak, cap)
}
}
func TestLoopbackListen(t *testing.T) {
cases := map[string]bool{
":8080": false, // the shipped default, and the whole LAN
"0.0.0.0:8080": false,
"[::]:8080": false,
"192.168.1.105:8080": false,
"127.0.0.1:8080": true,
"[::1]:8080": true,
"localhost:8080": true,
}
for addr, want := range cases {
if got := loopbackListen(addr); got != want {
t.Errorf("loopbackListen(%q) = %v, want %v", addr, got, want)
}
}
}
func TestReadToken(t *testing.T) {
dir := t.TempDir()
good := filepath.Join(dir, "tok")
if err := os.WriteFile(good, []byte(" abc123\n"), 0o600); err != nil {
t.Fatal(err)
}
got, err := readToken(good)
if err != nil || got != "abc123" {
t.Errorf("readToken = %q, %v; want abc123", got, err)
}
blank := filepath.Join(dir, "blank")
if err := os.WriteFile(blank, []byte("\n\n"), 0o600); err != nil {
t.Fatal(err)
}
if _, err := readToken(blank); err == nil {
t.Error("an empty token file is not a token")
}
if _, err := readToken(filepath.Join(dir, "absent")); err == nil {
t.Error("a missing token file is not a token")
}
}
+4 -2
View File
@@ -104,9 +104,11 @@ func TestHealthAndProxyRefuseWhenNotReady(t *testing.T) {
s := &supervisor{run: newRunner("fake", "/bin/true", nil, "")}
h := s.handler(mustURL(t, "http://127.0.0.1:1"))
for _, path := range []string{"/health", "/v1/chat/completions"} {
// The completion is a POST because the allowlist is in front of the
// readiness check now, and it answers 405 to a method it never serves.
for path, method := range map[string]string{"/health": http.MethodGet, "/v1/chat/completions": http.MethodPost} {
w := httptest.NewRecorder()
h.ServeHTTP(w, httptest.NewRequest(http.MethodGet, path, nil))
h.ServeHTTP(w, httptest.NewRequest(method, path, nil))
if w.Code != http.StatusServiceUnavailable {
t.Errorf("%s with no model: got %d, want 503", path, w.Code)
}
+47 -3
View File
@@ -36,6 +36,21 @@ type config struct {
Listen string `json:"listen"` // what Maven talks to
LlamaAddr string `json:"llama_addr"` // where llama-server binds
LlamaBin string `json:"llama_bin"`
// TokenFile holds the bearer token every request must carry. It is a path
// and never the token itself, the rule mavpoll, mavmaild and the CW2
// transcriber already follow: a secret in a committed config is a secret
// in the history. Empty is allowed only on a loopback Listen, and
// requireToken is where that is decided.
TokenFile string `json:"token_file,omitempty"`
// MaxBody bounds a proxied request body. A completion is a prompt, and a
// prompt that does not fit here would not fit the context window either.
MaxBody int64 `json:"max_body_bytes,omitempty"`
// MaxInflight bounds how many proxied requests reach llama-server at once.
// It runs with -np 1, so anything above a handful only queues inside the
// child while holding a connection and a body in memory here.
MaxInflight int `json:"max_inflight,omitempty"`
// LlamaArgs must include the flags that bind LlamaAddr. They are passed
// through untouched so the model, context size and layer count stay the
// owner's business and not this daemon's schema.
@@ -88,6 +103,8 @@ func defaults() config {
MinFreeVRAM: 15 << 30,
EvictAfter: 2,
StartAfter: 5,
MaxBody: 8 << 20,
MaxInflight: 4,
}
}
@@ -123,6 +140,20 @@ func main() {
log.Fatal("mavgpud: llama_bin is required")
}
// A LAN listener with no token is refused rather than downgraded to
// loopback. Downgrading would look like a safe default and would take the
// model arm down instead: homesrv is the client and it is on the LAN.
var token string
if cfg.TokenFile != "" {
var err error
if token, err = readToken(cfg.TokenFile); err != nil {
log.Fatalf("mavgpud: %v", err)
}
} else if !loopbackListen(cfg.Listen) {
log.Fatalf("mavgpud: listen %s is reachable from the network and token_file is unset — "+
"set token_file, or listen on 127.0.0.1 and accept that Maven cannot reach it", cfg.Listen)
}
base := "http://" + cfg.LlamaAddr
run := newRunner("llama-server", cfg.LlamaBin, cfg.LlamaArgs, base+"/health")
sup := &supervisor{
@@ -145,7 +176,20 @@ func main() {
if err != nil {
log.Fatalf("mavgpud: llama_addr: %v", err)
}
srv := &http.Server{Addr: cfg.Listen, Handler: sup.handler(target)}
var h http.Handler = sup.handler(target)
if token != "" {
h = requireToken(token, cfg.MaxBody, h)
}
srv := &http.Server{
Addr: cfg.Listen,
Handler: h,
// A slow-loris client holds a connection and a header buffer for free
// otherwise. No ReadTimeout or WriteTimeout: a completion legitimately
// takes minutes on this card, and either one would cut it off.
ReadHeaderTimeout: 10 * time.Second,
IdleTimeout: 60 * time.Second,
MaxHeaderBytes: 1 << 16,
}
go func() {
log.Printf("mavgpud: listening on %s, model %s", cfg.Listen, cfg.LlamaBin)
if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
@@ -203,14 +247,14 @@ func (s *supervisor) handler(target *url.URL) http.Handler {
w.Header().Set("Content-Type", "application/json")
_, _ = w.Write([]byte(`{"status":"ok"}`))
})
mux.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
mux.Handle("/", allowlist(limitInflight(s.cfg.MaxInflight, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if !s.run.isReady() {
http.Error(w, "model not loaded", http.StatusServiceUnavailable)
return
}
s.touch()
proxy.ServeHTTP(w, r)
})
}))))
return mux
}
+47 -5
View File
@@ -12,10 +12,17 @@
// samples and the capture frame is 480, so silero.go re-chunks. This comment
// used to say the two matched, which was true of silero v4.
//
// There is still no wake-word model, so anything spoken near the microphone
// becomes a turn (V-487 stage two). The SurfaceVoice auth layer caps all
// commands at L0 (no destructive acts), which is what makes an accidental
// trigger safe rather than expensive.
// The keyword is "Мэйвен" and it is required, when -wake-model points at the
// head (V-487 stage two). Without it anything spoken near the microphone
// becomes a turn, which the SurfaceVoice auth layer makes safe rather than
// expensive: it caps all commands at L0, no destructive acts. It does not cap
// reading, so an open gate still lets the room hear his facts read back.
// wakeword.go holds the cadence and wakefeatures.go the three models.
//
// The conn carries both directions. mavwaked sends utterances and receives
// proactive nudges on it, and it is opened at startup rather than at the first
// utterance, because mavend registers a voice session on accept. See nudge.go
// for why a nudge that is not heard is worse than one that is not delivered.
//
// While a reply is playing the capture side is muted (half-duplex): without
// it, Maven's own voice comes back in through the mic and she answers
@@ -57,6 +64,12 @@ const (
defaultAddr = "127.0.0.1:9100"
defaultLang = "ru"
defaultReadSize = 4096 // max PCM bytes per read from arecord (fits multiple frames)
// defaultWakeWindowMs — how long the keyword stays good for. He says
// "Мэйвен" and then a sentence, and the VAD does not close the utterance
// until he stops, so this has to outlive the word by the length of what
// follows it. It is spent on dispatch: one keyword, one turn.
defaultWakeWindowMs = 8000
)
func main() {
@@ -81,12 +94,18 @@ func run(args []string) error {
vadModel := flag.String("vad-model", "", "silero-vad onnx file; empty runs the energy threshold instead")
vadThreshold := flag.Float64("vad-threshold", defaultSileroThreshold, "speech probability a frame must clear")
onnxLib := flag.String("onnx-lib", os.Getenv("MAVEN_ONNX_LIB"), "libonnxruntime.so, needed with -vad-model")
wakeModel := flag.String("wake-model", "", "keyword head onnx; empty ships every utterance, as before V-487")
wakeMel := flag.String("wake-mel", "", "melspectrogram.onnx, required with -wake-model")
wakeEmbed := flag.String("wake-embed", "", "embedding_model.onnx, required with -wake-model")
wakeThreshold := flag.Float64("wake-threshold", defaultWakeThreshold, "score the keyword must clear")
wakeWindowMs := flag.Int("wake-window-ms", defaultWakeWindowMs, "ms an utterance may still start after the keyword")
flag.CommandLine.Parse(args)
ctx, stop := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM, syscall.SIGHUP)
defer stop()
// Voice client — reused across utterances; SendRequest reconnects on error.
// Voice client — one conn carrying both directions. SendRequest reconnects
// on error, and the push receiver redials on its own clock.
vc := voice.Dial(*addr)
defer vc.Close()
@@ -165,6 +184,29 @@ func run(args []string) error {
}
sess := newSession(vad, newAplayPlayer(), &voiceSender{vc: vc}, *lang, barge)
// Keyword gate. A model that will not load is logged and not fatal, for
// the same reason silero's is not: an open gate is the daemon he had
// yesterday, and a daemon that refuses to start is not.
if *wakeModel != "" {
w, err := newWakeWord(*wakeMel, *wakeEmbed, *wakeModel, *onnxLib, *wakeThreshold)
if err != nil {
log.Printf("mavwaked: wake word unavailable, every utterance is a turn: %v", err)
} else {
defer w.Close()
sess.UseWakeWord(w, time.Duration(*wakeWindowMs)*time.Millisecond)
log.Printf("mavwaked: wake word from %s, threshold %.3f, window %dms",
*wakeModel, *wakeThreshold, *wakeWindowMs)
}
}
// Listen for nudges alongside capture. Connect eagerly so mavend has a
// voice session before he has said anything: without one, a nudge routed
// to voice finds nobody home and goes to the away channels instead.
if err := vc.Connect(ctx); err != nil {
log.Printf("mavwaked: voice server not reachable yet, retrying in background: %v", err)
}
go runNudgeReceiver(ctx, vc, sess)
return captureLoop(ctx, src, sess)
}
+79
View File
@@ -0,0 +1,79 @@
package main
// The receiving half of the voice reach (V-671).
//
// mavwaked used to send and never listen. It wired no PushHandler, and
// SendRequest discards a push frame when there is none. The consequence was
// not a missing feature but a silent one: mavend routes a nudge to the voice
// session that spoke most recently, and once mavwaked had spoken once it WAS
// that session. PushToMostRecent succeeded, the dispatcher counted the nudge
// delivered and stopped rerouting to telegram and ntfy, and mavwaked threw the
// audio away. He heard nothing, anywhere.
//
// So the connection is opened at startup rather than at the first utterance,
// and it is held open. A client that has never connected has no session, and
// the dispatcher must be able to tell "he is not at the machine" from "he is,
// and she has nothing to say".
import (
"context"
"encoding/json"
"log"
"time"
"github.com/kami/maven/internal/voice"
)
// nudgeRetry is how long to wait before dialling again after the conn ends.
// mavend restarts on every deploy, and a listener that gives up then is a
// listener that is deaf until the next reboot.
const nudgeRetry = 5 * time.Second
// nudgeHandler decodes a push and hands the audio to the session, which
// speaks it through the same player the reply path uses. It does not play
// anything itself: the half-duplex gate and barge-in live on the capture
// loop, and a nudge has to sit under both.
type nudgeHandler struct{ sess *session }
func (h *nudgeHandler) OnPush(p voice.Push) {
if p.Kind != voice.PushKindAudioNudge {
log.Printf("mavwaked: ignoring push of unknown kind %q", p.Kind)
return
}
var ap voice.AudioNudgePush
if err := json.Unmarshal(p.Params, &ap); err != nil {
log.Printf("mavwaked: nudge: decode: %v", err)
return
}
log.Printf("mavwaked: nudge from rule %q (severity %d): %q (%.2fs audio)",
ap.RuleName, ap.Severity, ap.Text, ap.Audio.Duration())
if len(ap.Audio.Bytes) == 0 {
// mavttsd was down or the text was empty. Say so rather than going
// quiet: the dispatcher already counted this one as delivered.
log.Printf("mavwaked: nudge %q carried no audio, nothing to speak", ap.RuleName)
return
}
h.sess.Nudge(ap.Audio)
}
// runNudgeReceiver keeps a push handler wired for as long as ctx lives,
// redialling whenever the conn ends. Returns when ctx is cancelled.
func runNudgeReceiver(ctx context.Context, vc *voice.Client, sess *session) {
h := &nudgeHandler{sess: sess}
for {
err := vc.RunPushReceiver(ctx, h)
if ctx.Err() != nil {
return
}
if err != nil {
log.Printf("mavwaked: nudge receiver: %v", err)
} else {
log.Printf("mavwaked: voice connection ended, reconnecting in %s", nudgeRetry)
}
select {
case <-ctx.Done():
return
case <-time.After(nudgeRetry):
}
}
}
+170
View File
@@ -0,0 +1,170 @@
package main
// The receiving half: a nudge pushed by mavend has to reach the speaker, and
// it has to obey the same two gates a reply obeys (V-671).
import (
"context"
"encoding/json"
"testing"
"time"
"github.com/kami/maven/internal/audio"
"github.com/kami/maven/internal/voice"
)
func nudgeAudio() audio.Audio {
return audio.Audio{Format: audio.PCM16kMono, Bytes: make([]byte, 8000)}
}
// pushFrame builds the frame mavend's voicesink sends.
func pushFrame(t *testing.T, a audio.Audio) voice.Push {
t.Helper()
body, err := json.Marshal(voice.AudioNudgePush{
RuleName: "test-rule",
Severity: 3,
Audio: a,
Text: "пора пить воду",
Ts: time.Unix(0, 0),
})
if err != nil {
t.Fatalf("marshal push: %v", err)
}
return voice.Push{Kind: voice.PushKindAudioNudge, Params: body}
}
// The defect itself: the push arrived and nothing came out of the speaker.
func TestNudgeReachesThePlayer(t *testing.T) {
sess, p, snd := newTestSession(bargeInConfig{})
(&nudgeHandler{sess: sess}).OnPush(pushFrame(t, nudgeAudio()))
if p.plays != 0 {
t.Fatal("nudge played from the push goroutine; it must wait for the capture loop")
}
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != 1 {
t.Fatalf("plays = %d, want 1", p.plays)
}
if len(p.last.Bytes) != 8000 {
t.Errorf("played %d bytes, want the nudge audio", len(p.last.Bytes))
}
if sess.nudges != 1 {
t.Errorf("nudges = %d, want 1", sess.nudges)
}
if len(snd.sent) != 0 {
t.Errorf("a nudge must not be shipped back to the daemon as an utterance")
}
}
// A push of some other kind, or one carrying no audio, must not reach the
// player and must not wedge the one that follows.
func TestNudgeIgnoresUnusablePushes(t *testing.T) {
sess, p, _ := newTestSession(bargeInConfig{})
h := &nudgeHandler{sess: sess}
h.OnPush(voice.Push{Kind: "something-else", Params: json.RawMessage(`{}`)})
h.OnPush(voice.Push{Kind: voice.PushKindAudioNudge, Params: json.RawMessage(`not json`)})
h.OnPush(pushFrame(t, audio.Audio{Format: audio.PCM16kMono}))
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != 0 {
t.Fatalf("plays = %d, want 0", p.plays)
}
h.OnPush(pushFrame(t, nudgeAudio()))
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != 1 {
t.Fatalf("plays after a usable nudge = %d, want 1", p.plays)
}
}
// The half-duplex gate covers a nudge exactly as it covers a reply: she does
// not start one over herself, and the mic stays muted while it runs.
func TestNudgeWaitsForTheReplyToFinish(t *testing.T) {
sess, p, _ := newTestSession(bargeInConfig{})
speakThenPause(t, sess)
if !p.Playing() {
t.Fatal("expected the reply to be playing")
}
plays := p.plays
(&nudgeHandler{sess: sess}).OnPush(pushFrame(t, nudgeAudio()))
for i := 0; i < 20; i++ {
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
}
if p.plays != plays {
t.Fatalf("nudge cut across the reply: plays = %d, want %d", p.plays, plays)
}
p.playing = false
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != plays+1 {
t.Fatalf("nudge never played after the reply ended: plays = %d", p.plays)
}
}
// Speaking a nudge must not leave half a sentence in the VAD. The frames
// captured before it are pre-nudge speech, and splicing them onto whatever he
// says afterwards ships one utterance that is two.
func TestNudgeResetsTheVAD(t *testing.T) {
sess, p, snd := newTestSession(bargeInConfig{})
loud := frameAt(0.35)
speechFrames := (defaultSpeechMs + defaultFrameMs - 1) / defaultFrameMs
for i := 0; i < speechFrames+5; i++ {
if err := sess.feed(context.Background(), loud); err != nil {
t.Fatalf("feed: %v", err)
}
}
(&nudgeHandler{sess: sess}).OnPush(pushFrame(t, nudgeAudio()))
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != 1 {
t.Fatalf("nudge did not play: plays = %d", p.plays)
}
// Playback ends, silence follows. The half-formed utterance must be gone
// rather than closing on the first quiet frame.
p.playing = false
silenceFrames := (defaultSilenceMs+defaultFrameMs-1)/defaultFrameMs + 2
for i := 0; i < silenceFrames; i++ {
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
}
if len(snd.sent) != 0 {
t.Fatalf("sent %d utterances after a nudge, want 0", len(snd.sent))
}
}
// Two nudges queued back to back: the newer one is what he hears. The
// PushHandler contract in internal/voice says the next nudge replaces the
// stale one rather than dogpiling on it.
func TestNudgeReplacesAnUnspokenOne(t *testing.T) {
sess, p, _ := newTestSession(bargeInConfig{})
h := &nudgeHandler{sess: sess}
h.OnPush(pushFrame(t, audio.Audio{Format: audio.PCM16kMono, Bytes: make([]byte, 4000)}))
h.OnPush(pushFrame(t, audio.Audio{Format: audio.PCM16kMono, Bytes: make([]byte, 12000)}))
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if p.plays != 1 {
t.Fatalf("plays = %d, want 1", p.plays)
}
if len(p.last.Bytes) != 12000 {
t.Errorf("played %d bytes, want the newer nudge", len(p.last.Bytes))
}
}
+136 -1
View File
@@ -7,6 +7,7 @@ package main
import (
"context"
"log"
"sync"
"time"
"github.com/kami/maven/internal/audio"
@@ -19,6 +20,15 @@ type utteranceSender interface {
Send(ctx context.Context, utt audio.Audio, lang string) (audio.Audio, error)
}
// keywordGate answers whether the keyword has just been spoken. The
// production one is wakeWord; tests substitute a recorder, because a gate that
// can only be exercised with three ONNX files is a gate nobody tests.
type keywordGate interface {
Feed(frame []int16) bool
Reset()
Score() float64
}
// bargeInConfig holds the two numbers barge-in needs. Zero Frames disables
// barge-in entirely — the half-duplex gate still runs.
type bargeInConfig struct {
@@ -62,11 +72,29 @@ type session struct {
// whenever playback ends.
loudFrames int
// wake is the keyword gate, or nil when no model was loaded. wakeUntil is
// how long a keyword stays good for: he says "Мэйвен" and then a sentence,
// and the VAD does not close the utterance until he stops, so the window
// has to outlive the word by the length of what follows it.
wake keywordGate
wakeWindow time.Duration
wakeUntil time.Time
// pending holds a nudge the push receiver handed over, waiting for the
// capture loop to speak it. It is the one field written from another
// goroutine, hence the mutex; everything else in this struct belongs to
// the capture loop alone.
nudgeMu sync.Mutex
pending *audio.Audio
// counters, read by tests and logged on the way out.
suppressed int // frames dropped because she was speaking
dropped int // frames dropped as round-trip backlog
bargeIns int // times playback was cut because he spoke over her
sent int // utterances shipped to the daemon
nudges int // proactive pushes spoken through the speaker
wakes int // times the keyword opened the gate
ignored int // complete utterances dropped because the keyword was absent
// loudSum and loudSeen accumulate the energy of suppressed frames, so
// the operator can read what the room actually measures and set
@@ -79,6 +107,12 @@ func newSession(vad *VAD, p player, s utteranceSender, lang string, barge bargeI
return &session{vad: vad, player: p, sender: s, lang: lang, barge: barge, now: time.Now}
}
// UseWakeWord puts the keyword gate in front of dispatch. Without it every
// utterance is shipped, which is what mavwaked did before V-487 stage two.
func (s *session) UseWakeWord(w keywordGate, window time.Duration) {
s.wake, s.wakeWindow = w, window
}
// frameDuration is the wall time one captured frame represents.
const frameDuration = defaultFrameMs * time.Millisecond
@@ -138,6 +172,7 @@ func (s *session) feed(ctx context.Context, frame []byte) error {
s.bargeIns++
s.loudFrames = 0
s.vad.Reset()
s.resetWake()
log.Printf("mavwaked: barge-in — stopped playback")
s.replayRecent()
return nil
@@ -148,15 +183,101 @@ func (s *session) feed(ctx context.Context, frame []byte) error {
if s.loudFrames != 0 {
s.loudFrames = 0
s.vad.Reset()
// The wake word saw nothing during playback, so what it holds is from
// before she spoke. Judging what he says next on it would score a
// sentence that ended a reply ago.
s.resetWake()
}
utt, state := s.vad.Feed(PCMToI16(frame))
if s.startPendingNudge() {
return nil
}
// The keyword is scored on the same frames the VAD sees, and only on the
// ones that reach here: every path above returns while she is speaking, so
// her own voice saying "Мэйвен" cannot wake her.
pcm := PCMToI16(frame)
if s.wake != nil && s.wake.Feed(pcm) {
s.wakes++
s.wakeUntil = s.now().Add(s.wakeWindow)
log.Printf("mavwaked: keyword heard (score %.3f), listening for %s",
s.wake.Score(), s.wakeWindow)
}
utt, state := s.vad.Feed(pcm)
if state == StateSpeech || utt.Bytes == nil {
return nil
}
return s.dispatch(ctx, utt)
}
// Nudge hands proactive audio to the session, to be spoken as soon as the
// capture loop finds a quiet moment. Safe to call from the push receiver
// goroutine; nothing else here is.
//
// A nudge arriving while one is already waiting REPLACES it. That is the
// contract internal/voice states for PushHandler: the next nudge replaces the
// stale one in his attention rather than dogpiling on it.
func (s *session) Nudge(a audio.Audio) {
if len(a.Bytes) == 0 {
return
}
s.nudgeMu.Lock()
if s.pending != nil {
log.Printf("mavwaked: nudge replaced one still waiting to be spoken")
}
s.pending = &a
s.nudgeMu.Unlock()
}
// takeNudge removes and returns the waiting nudge, or nil.
func (s *session) takeNudge() *audio.Audio {
s.nudgeMu.Lock()
defer s.nudgeMu.Unlock()
a := s.pending
s.pending = nil
return a
}
// startPendingNudge speaks a waiting nudge and reports whether it started
// one. It runs on the capture loop, past the half-duplex gate, so a nudge
// never cuts across a reply and never plays into a backlog drain.
//
// The VAD is reset first. Playback is about to suppress every frame until it
// ends, and a half-heard sentence left in the VAD would splice onto whatever
// he says afterwards. Barge-in needs no special case: it reads the player,
// and the player does not care which audio it is playing.
func (s *session) startPendingNudge() bool {
a := s.takeNudge()
if a == nil {
return false
}
s.vad.Reset()
s.nudges++
log.Printf("mavwaked: speaking nudge (%.2fs audio)", a.Duration())
s.player.Play(*a)
return true
}
// awake reports whether an utterance ending now was addressed to her.
//
// With no wake word loaded every utterance is, which is exactly what mavwaked
// did before this gate existed. An operator with no model file gets the old
// daemon rather than a daemon that refuses to hear anything.
func (s *session) awake() bool {
if s.wake == nil {
return true
}
return s.now().Before(s.wakeUntil)
}
// resetWake drops the gate's streaming state when there is a gate.
func (s *session) resetWake() {
if s.wake != nil {
s.wake.Reset()
}
}
// keepRecent stores a copy of one barge-in trigger frame, keeping at most
// barge.Frames of them.
func (s *session) keepRecent(frame []byte) {
@@ -197,6 +318,19 @@ func (s *session) replayRecent() {
// whole backlog straight into the VAD, and a Send error did the same on every
// failed turn, so a dead socket drove a retry loop off nothing but backlog.
func (s *session) dispatch(ctx context.Context, utt audio.Audio) error {
if !s.awake() {
s.ignored++
log.Printf("mavwaked: utterance ignored, keyword not heard (%.2fs, %d ignored so far)",
utt.Duration(), s.ignored)
s.vad.Reset()
s.resetWake()
return nil
}
// One keyword, one turn. A window that renewed itself on every reply would
// leave the microphone open for as long as he kept talking, which is the
// state this gate exists to end.
s.wakeUntil = time.Time{}
log.Printf("mavwaked: utterance complete (%.2fs, %d bytes), sending...", utt.Duration(), len(utt.Bytes))
start := s.now()
reply, err := s.sender.Send(ctx, utt, s.lang)
@@ -225,6 +359,7 @@ func (s *session) dispatch(ctx context.Context, utt audio.Audio) error {
// recorded before she started speaking.
func (s *session) dropBacklog(start time.Time) {
s.vad.Reset()
s.resetWake()
s.loudFrames = 0
s.recent = s.recent[:0]
if elapsed := s.now().Sub(start); elapsed > 0 {
+202
View File
@@ -0,0 +1,202 @@
package main
// The three models behind the wake word (V-487 stage two).
//
// openWakeWord's pipeline, run in a row:
//
// audio -> melspectrogram.onnx -> 32-bin mel frames, one per 10ms
// 76 frames -> embedding_model.onnx -> one 96-dim embedding per 80ms
// 16 embeds -> maven_wakeword.onnx -> one score
//
// The first two are frozen and pretrained. Only the last was trained here,
// which is why it is 100KB and the other two are megabytes. The shapes are
// not guesses: 2.0s of 16kHz audio measures 197 mel frames, and 76-frame
// windows at stride 8 give exactly the 16 embeddings the head was fitted on.
//
// This file knows ONNX and nothing about the 80ms cadence. wakeword.go knows
// the cadence and nothing about tensors.
import (
"fmt"
ort "github.com/yalue/onnxruntime_go"
)
const (
// melHop — samples per mel frame. 10ms at 16kHz.
melHop = 160
// melBins — mel bins per frame, fixed by melspectrogram.onnx.
melBins = 32
// embedFrames — mel frames one embedding is computed over, 760ms.
embedFrames = 76
// embedStride — mel frames between embeddings, 80ms.
embedStride = 8
// embedDim — the embedding width.
embedDim = 96
// headWindow — embeddings the head scores at once, 1.28s of audio.
headWindow = 16
// melContext — samples of history prepended to each incremental mel
// call, chosen so the eight frames this call yields continue exactly
// where the previous call's eight stopped.
//
// melspectrogram.onnx returns N/160-3 frames for N samples, and frame i
// covers [i*160, i*160+400). With 480 samples of history the buffer is
// 1760 samples, which is 8 frames, and the oldest of them starts one hop
// after the newest of the previous call. Less history leaves a gap: the
// first frames of a bare chunk would be computed against silence.
melContext = 480
// chunkSamples — audio per embedding step, 80ms.
chunkSamples = embedStride * melHop
)
// wakeModels holds the three ONNX sessions. It runs on CPU threads beside
// silero and never touches the GPU. That is a rule, not a result: a wake word
// that waits on card admission is not a wake word.
type wakeModels struct {
mel *ort.DynamicAdvancedSession
emb *ort.DynamicAdvancedSession
head *ort.DynamicAdvancedSession
}
// newWakeModels loads all three. melPath and embedPath are openWakeWord's
// frozen feature models; headPath is the keyword head trained for "Мэйвен".
func newWakeModels(melPath, embedPath, headPath, libPath string) (*wakeModels, error) {
if !ort.IsInitialized() {
if libPath != "" {
ort.SetSharedLibraryPath(libPath)
}
if err := ort.InitializeEnvironment(); err != nil {
return nil, fmt.Errorf("wake word: onnx runtime: %w", err)
}
}
// One thread per session, not the default of every core. Measured on
// workpc: the default took mavwaked from 68% of one core to 335% of
// three, for three graphs that each run in well under 80ms single
// threaded. An always-on gate that eats a quarter of the workstation is
// not a gate he will leave running.
opts, err := ort.NewSessionOptions()
if err != nil {
return nil, fmt.Errorf("wake word: session options: %w", err)
}
defer opts.Destroy()
if err := opts.SetIntraOpNumThreads(1); err != nil {
return nil, fmt.Errorf("wake word: intra-op threads: %w", err)
}
if err := opts.SetInterOpNumThreads(1); err != nil {
return nil, fmt.Errorf("wake word: inter-op threads: %w", err)
}
open := func(p string, in, out []string) (*ort.DynamicAdvancedSession, error) {
s, err := ort.NewDynamicAdvancedSession(p, in, out, opts)
if err != nil {
return nil, fmt.Errorf("wake word: load %s: %w", p, err)
}
return s, nil
}
m := &wakeModels{}
if m.mel, err = open(melPath, []string{"input"}, []string{"output"}); err != nil {
return nil, err
}
if m.emb, err = open(embedPath, []string{"input_1"}, []string{"conv2d_19"}); err != nil {
m.Close()
return nil, err
}
if m.head, err = open(headPath, []string{"embeddings"}, []string{"score"}); err != nil {
m.Close()
return nil, err
}
return m, nil
}
// Close releases the three sessions.
func (m *wakeModels) Close() {
if m == nil {
return
}
for _, s := range []*ort.DynamicAdvancedSession{m.mel, m.emb, m.head} {
if s != nil {
s.Destroy()
}
}
m.mel, m.emb, m.head = nil, nil, nil
}
// melFrames runs one buffer of samples and returns the mel frames it yielded.
func (m *wakeModels) melFrames(buf []float32) ([][melBins]float32, error) {
in, err := ort.NewTensor(ort.NewShape(1, int64(len(buf))), buf)
if err != nil {
return nil, err
}
defer in.Destroy()
n := int64(len(buf)/melHop - 3)
if n < 1 {
return nil, fmt.Errorf("wake word: %d samples yield no mel frames", len(buf))
}
out, err := ort.NewEmptyTensor[float32](ort.NewShape(1, 1, n, melBins))
if err != nil {
return nil, err
}
defer out.Destroy()
if err := m.mel.Run([]ort.Value{in}, []ort.Value{out}); err != nil {
return nil, err
}
data := out.GetData()
frames := make([][melBins]float32, n)
for i := range frames {
for j := 0; j < melBins; j++ {
// The scaling openWakeWord applies between the two feature
// models, and the head was fitted on its output.
frames[i][j] = data[i*melBins+j]/10.0 + 2.0
}
}
return frames, nil
}
// embedding runs embedFrames mel frames through the frozen embedder.
func (m *wakeModels) embedding(mels [][melBins]float32) ([embedDim]float32, error) {
var e [embedDim]float32
flat := make([]float32, 0, embedFrames*melBins)
for _, f := range mels {
flat = append(flat, f[:]...)
}
in, err := ort.NewTensor(ort.NewShape(1, embedFrames, melBins, 1), flat)
if err != nil {
return e, err
}
defer in.Destroy()
out, err := ort.NewEmptyTensor[float32](ort.NewShape(1, 1, 1, embedDim))
if err != nil {
return e, err
}
defer out.Destroy()
if err := m.emb.Run([]ort.Value{in}, []ort.Value{out}); err != nil {
return e, err
}
copy(e[:], out.GetData())
return e, nil
}
// score runs the trained head over headWindow embeddings.
func (m *wakeModels) score(embeds [][embedDim]float32) (float64, error) {
flat := make([]float32, 0, headWindow*embedDim)
for _, e := range embeds {
flat = append(flat, e[:]...)
}
in, err := ort.NewTensor(ort.NewShape(1, headWindow, embedDim), flat)
if err != nil {
return 0, err
}
defer in.Destroy()
out, err := ort.NewEmptyTensor[float32](ort.NewShape(1, 1))
if err != nil {
return 0, err
}
defer out.Destroy()
if err := m.head.Run([]ort.Value{in}, []ort.Value{out}); err != nil {
return 0, err
}
return float64(out.GetData()[0]), nil
}
+195
View File
@@ -0,0 +1,195 @@
package main
// The wake word, "Мэйвен" (V-487 stage two).
//
// Silero answers "is this frame speech". It does not answer "was this said to
// her", and until this file existed nothing did: every utterance near the
// microphone became a turn. What made that safe rather than expensive was
// SurfaceVoice capping acts at L0, and L0 does not cap reading, so the room
// could still hear his facts read back.
//
// This file owns the 80ms cadence and the three rings of state between the
// models. wakefeatures.go owns the tensors.
//
// Nil is a working value, and it is the CLOSED gate rather than the open one.
// Feed on a nil receiver reports no keyword; session.go asks separately
// whether a gate exists at all. That split is deliberate: a nil that answers
// "yes, keyword" reads as a working wake word in every log line it produces.
import (
"log"
"sync"
)
// defaultWakeThreshold — score above which the keyword was said.
//
// Picked from the false-accept rate on held-out Russian speech, not from
// accuracy: a miss costs him a repeat, a false accept costs a turn nobody
// asked for. Over 65 minutes of Common Voice, 0.99 woke her three times and
// 0.999 once, and the difference in recall was one render out of 126. So the
// default is the strict one. `docs/evals/2026-08-09-wake-word.md` has both
// tables.
const defaultWakeThreshold = 0.999
// wakeWord is the streaming state around wakeModels. It is fed the same
// capture frames the VAD sees and answers whether the keyword has just been
// spoken.
type wakeWord struct {
mu sync.Mutex
m *wakeModels
threshold float64
// pending holds captured samples not yet part of a full 80ms chunk, and
// history holds the melContext samples before them.
pending []float32
history []float32
// mels is the newest embedFrames mel frames, oldest first.
mels [][melBins]float32
// embeds is the newest headWindow embeddings, oldest first.
embeds [][embedDim]float32
last float64 // most recent score, held between chunks
}
// newWakeWord loads the models and wraps them in the streaming gate.
func newWakeWord(melPath, embedPath, headPath, libPath string, threshold float64) (*wakeWord, error) {
m, err := newWakeModels(melPath, embedPath, headPath, libPath)
if err != nil {
return nil, err
}
if threshold <= 0 {
threshold = defaultWakeThreshold
}
return &wakeWord{m: m, threshold: threshold}, nil
}
// Close releases the models.
func (w *wakeWord) Close() {
if w == nil {
return
}
w.mu.Lock()
defer w.mu.Unlock()
w.m.Close()
w.m = nil
}
// Feed takes one capture frame and reports whether the keyword was heard on
// it. A nil wakeWord hears nothing.
func (w *wakeWord) Feed(frame []int16) bool {
if w == nil {
return false
}
w.mu.Lock()
defer w.mu.Unlock()
for _, v := range frame {
w.pending = append(w.pending, float32(v)/32768.0)
}
fired := false
for len(w.pending) >= chunkSamples {
chunk := w.pending[:chunkSamples]
if w.step(chunk) {
fired = true
}
w.history = append(w.history[:0], tailFloat32(append(w.history, chunk...), melContext)...)
// Slide the remainder to the front rather than reslicing. This runs
// every 80ms for as long as the daemon lives.
w.pending = append(w.pending[:0], w.pending[chunkSamples:]...)
}
return fired
}
// Reset drops the streaming state, so a fresh utterance is not judged on audio
// from before it. Called after every dispatch and after barge-in, for the same
// reason silero is: echo-era history must not score the next sentence, and her
// own voice saying the keyword must not wake her.
func (w *wakeWord) Reset() {
if w == nil {
return
}
w.mu.Lock()
defer w.mu.Unlock()
w.pending, w.history = w.pending[:0], w.history[:0]
w.mels, w.embeds = nil, nil
w.last = 0
}
// Score returns the most recent score, for the operator to read out of the
// journal when picking a threshold for his room.
func (w *wakeWord) Score() float64 {
if w == nil {
return 0
}
w.mu.Lock()
defer w.mu.Unlock()
return w.last
}
// step runs one 80ms chunk through all three models. It returns true when the
// score crosses the threshold on this chunk.
func (w *wakeWord) step(chunk []float32) bool {
buf := make([]float32, 0, melContext+len(chunk))
if pad := melContext - len(w.history); pad > 0 {
buf = append(buf, make([]float32, pad)...)
}
buf = append(buf, tailFloat32(w.history, melContext)...)
buf = append(buf, chunk...)
frames, err := w.m.melFrames(buf)
if err != nil {
// A failed inference must not silence the microphone. Hold the last
// score and let the next chunk try again.
log.Printf("mavwaked: wake word: mel: %v", err)
return false
}
w.mels = tailMel(append(w.mels, frames...), embedFrames)
if len(w.mels) < embedFrames {
return false
}
e, err := w.m.embedding(w.mels)
if err != nil {
log.Printf("mavwaked: wake word: embedding: %v", err)
return false
}
w.embeds = tailEmbed(append(w.embeds, e), headWindow)
if len(w.embeds) < headWindow {
return false
}
score, err := w.m.score(w.embeds)
if err != nil {
log.Printf("mavwaked: wake word: head: %v", err)
return false
}
// Report the crossing, not the state. A keyword held above the threshold
// for a second is one wake, and firing on every chunk of it would make the
// gate look open when it is merely slow to fall.
crossed := score >= w.threshold && w.last < w.threshold
w.last = score
return crossed
}
// The three rings. Each keeps the newest n entries and nothing older.
func tailFloat32(s []float32, n int) []float32 {
if len(s) <= n {
return s
}
return s[len(s)-n:]
}
func tailMel(s [][melBins]float32, n int) [][melBins]float32 {
if len(s) <= n {
return s
}
return append(s[:0], s[len(s)-n:]...)
}
func tailEmbed(s [][embedDim]float32, n int) [][embedDim]float32 {
if len(s) <= n {
return s
}
return append(s[:0], s[len(s)-n:]...)
}
+174
View File
@@ -0,0 +1,174 @@
package main
import (
"context"
"testing"
"time"
)
// fakeGate fires on demand instead of running three ONNX models. The gate's
// own arithmetic is measured on real audio in docs/evals; what these tests
// cover is the thing that decides whether an utterance is shipped.
type fakeGate struct {
fireOn int // fire when this many frames have been fed, 0 never fires
fed int
resets int
}
func (g *fakeGate) Feed(_ []int16) bool {
g.fed++
return g.fireOn > 0 && g.fed == g.fireOn
}
func (g *fakeGate) Reset() { g.resets++ }
func (g *fakeGate) Score() float64 { return 1 }
// wakingSession wires a session whose gate fires on the first frame it sees.
func wakingSession(fireOn int, window time.Duration) (*session, *fakePlayer, *fakeSender, *fakeGate) {
sess, p, snd := newTestSession(bargeInConfig{})
g := &fakeGate{fireOn: fireOn}
sess.UseWakeWord(g, window)
return sess, p, snd, g
}
func TestKeywordlessSpeechNeverReachesSTT(t *testing.T) {
sess, p, snd, g := wakingSession(0, 8*time.Second)
speakThenPause(t, sess)
if len(snd.sent) != 0 {
t.Fatalf("sent %d utterances, want 0 — this is the whole point of V-487", len(snd.sent))
}
if sess.ignored != 1 {
t.Errorf("ignored = %d, want 1", sess.ignored)
}
if p.plays != 0 {
t.Errorf("plays = %d, want 0", p.plays)
}
if g.fed == 0 {
t.Error("the gate was never fed a frame")
}
}
func TestKeywordOpensTheGate(t *testing.T) {
sess, p, snd, _ := wakingSession(1, 8*time.Second)
speakThenPause(t, sess)
if len(snd.sent) != 1 {
t.Fatalf("sent %d utterances, want 1", len(snd.sent))
}
if sess.wakes != 1 {
t.Errorf("wakes = %d, want 1", sess.wakes)
}
if sess.ignored != 0 {
t.Errorf("ignored = %d, want 0", sess.ignored)
}
if p.plays != 1 {
t.Errorf("plays = %d, want 1", p.plays)
}
}
// One keyword buys one turn. Without this the microphone stays open for as
// long as he keeps talking, which is the state the gate exists to end.
func TestOneKeywordBuysOneTurn(t *testing.T) {
sess, p, snd, _ := wakingSession(1, 8*time.Second)
speakThenPause(t, sess)
p.Stop() // she finished her reply
sess.discard = 0 // the backlog drain is not what this measures
speakThenPause(t, sess)
if len(snd.sent) != 1 {
t.Fatalf("sent %d utterances, want 1: the second had no keyword", len(snd.sent))
}
if sess.ignored != 1 {
t.Errorf("ignored = %d, want 1", sess.ignored)
}
}
// The keyword is heard, then he says nothing for longer than the window. What
// he says after that is not addressed to her.
func TestTheKeywordExpires(t *testing.T) {
sess, _, snd, _ := wakingSession(1, 500*time.Millisecond)
now := time.Unix(1750000000, 0)
sess.now = func() time.Time { return now }
if err := sess.feed(context.Background(), silentBytes()); err != nil {
t.Fatalf("feed: %v", err)
}
if sess.wakes != 1 {
t.Fatalf("wakes = %d, want 1", sess.wakes)
}
now = now.Add(2 * time.Second)
speakThenPause(t, sess)
if len(snd.sent) != 0 {
t.Fatalf("sent %d utterances, want 0 — the keyword had expired", len(snd.sent))
}
}
// Barge-in cuts her off whether or not the keyword was heard. What he says
// after cutting her off still has to carry it.
func TestBargeInStillInterruptsHer(t *testing.T) {
sess, p, _, g := wakingSession(0, 8*time.Second)
sess.barge = bargeInConfig{RMS: 0.2, Frames: 3}
p.playing = true
loud := frameAt(0.35)
for i := 0; i < 4; i++ {
if err := sess.feed(context.Background(), loud); err != nil {
t.Fatalf("feed %d: %v", i, err)
}
}
if sess.bargeIns != 1 {
t.Fatalf("bargeIns = %d, want 1", sess.bargeIns)
}
if p.stops != 1 {
t.Errorf("stops = %d, want 1", p.stops)
}
if g.resets == 0 {
t.Error("barge-in left pre-playback audio in the gate")
}
}
// Her own reply must not wake her. Frames captured while the player runs never
// reach the gate, and the gate is cleared when playback ends.
func TestHerOwnVoiceNeverReachesTheGate(t *testing.T) {
sess, p, _, g := wakingSession(1, 8*time.Second)
p.playing = true
for i := 0; i < 10; i++ {
if err := sess.feed(context.Background(), frameAt(0.35)); err != nil {
t.Fatalf("feed: %v", err)
}
}
if g.fed != 0 {
t.Fatalf("gate was fed %d frames while she was speaking, want 0", g.fed)
}
if sess.wakes != 0 {
t.Errorf("wakes = %d, want 0", sess.wakes)
}
}
// No model, no gate: the daemon behaves exactly as it did before V-487 stage
// two. An operator with a missing file gets yesterday's mavwaked, not one that
// refuses to hear anything.
func TestNoGateShipsEveryUtterance(t *testing.T) {
sess, _, snd := newTestSession(bargeInConfig{})
speakThenPause(t, sess)
if len(snd.sent) != 1 {
t.Fatalf("sent %d utterances, want 1", len(snd.sent))
}
if sess.ignored != 0 {
t.Errorf("ignored = %d, want 0", sess.ignored)
}
}
// A nil *wakeWord is the closed gate, not a crash and not an open one.
func TestNilWakeWordHearsNothing(t *testing.T) {
var w *wakeWord
if w.Feed([]int16{0, 0, 0}) {
t.Error("a nil wake word reported the keyword")
}
if w.Score() != 0 {
t.Error("a nil wake word reported a score")
}
w.Reset()
w.Close()
}
+40
View File
@@ -0,0 +1,40 @@
# maven-voice-tunnel — the ssh leg that carries the voice wire to homesrv.
#
# Runs on workpc, as a user unit (`systemctl --user`), beside mavgpud.service.
#
# WHY THIS EXISTS AT ALL. internal/voice is plaintext and unauthenticated.
# Its own server doc says production binds inside the wg tunnel, because "the
# wg layer IS the L0 floor". workpc is not a wg peer, it sits on wlan0. So ssh
# is the substitute floor: it authenticates with his key and encrypts the leg,
# and mavend's published port stays on homesrv loopback (127.0.0.1:9110).
# Nothing about this puts a Maven port on the LAN.
#
# Do not replace this with a LAN bind. SurfaceVoice caps acts at L0, so an
# unauthorized speaker could not run a destructive tool. It would still hear
# his facts, his notes and his calendar read back, and L0 does not cap reading.
#
# install: cp to ~/.config/systemd/user/ on workpc
# systemctl --user enable --now maven-voice-tunnel.service
[Unit]
Description=SSH tunnel to mavend's voice wire on homesrv
After=network-online.target
Wants=network-online.target
[Service]
# -N: no remote command, forwarding only.
# ExitOnForwardFailure: fail loudly rather than sit up with a dead forward,
# which is what makes Restart meaningful.
# ServerAlive*: a laptop that suspends drops the tunnel silently otherwise.
ExecStart=/usr/bin/ssh -N \
-o ExitOnForwardFailure=yes \
-o ServerAliveInterval=30 \
-o ServerAliveCountMax=3 \
-o BatchMode=yes \
-L 127.0.0.1:9100:127.0.0.1:9110 \
kami@192.168.1.104
Restart=always
RestartSec=5
[Install]
WantedBy=default.target
+1
View File
@@ -94,6 +94,7 @@
],
"workstation": {
"url": "http://192.168.1.105:8080",
"token": "${MAVEN_GPU_TOKEN}",
"probe": "15s",
"timeout": "90s",
"stt": {
+9
View File
@@ -1,5 +1,14 @@
{
"listen": ":8080",
"//token_file": [
"The bearer token every request must carry. homesrv is the client and it",
"is on the LAN, so this port cannot be loopback and the token is what",
"stops anything else on the network spending the card or reading /slots.",
"A path, never the token: mavgpud refuses to start when listen is",
"reachable from the network and this is unset.",
"Same value as MAVEN_GPU_TOKEN in homesrv's deploy/telegram.env."
],
"token_file": "/home/kami/.config/mavgpud.token",
"llama_addr": "127.0.0.1:10000",
"llama_bin": "llama-server",
"//llama_args": [
+76
View File
@@ -0,0 +1,76 @@
# mavwaked — always-on listening, on workpc where the microphone is.
#
# User unit, beside mavgpud.service and maven-voice-tunnel.service. It is a
# user unit because it needs his ALSA session and his ssh agent, and because
# it should stop when he logs out.
#
# The keyword is "Мэйвен" and the three -wake- flags are what require it
# (V-487 stage two). Without them anything spoken near the fifine becomes a
# turn, which voiceSender makes safe rather than expensive: it sends
# Surface=SurfaceVoice, capping every command at L0. That does not stop her
# answering out loud, which is the whole reason the keyword exists.
#
# The threshold is 0.999 and it is the binary's default, so it is not passed.
# It came from 65 minutes of held-out Russian speech through this same binary:
# 0.9 false wakes an hour against 2.8 at 0.99, for one lost render out of 126
# (docs/evals/2026-08-09-wake-word.md). If the room proves noisier than the
# corpus, read the scores out of this unit's journal and pass -wake-threshold.
# Do not lower it by guessing.
#
# A keyword shorter than 1.32s can be heard too late to be used, because the
# head scores 1.28s of audio and the VAD has closed the utterance by then.
# "Мэйвен, <request>" is unaffected. A bare "Мэйвен" is the case that fails.
#
# -vad-model is passed on purpose. Silero answers "is this frame speech" where
# the energy floor answers "is this frame loud". It declines white noise at
# the same RMS 0 frames to 68-99, and still hears all four spoken fixtures
# (docs/evals/2026-08-09-silero-vad.md). It costs 509us a frame, 1.7% of one
# core, and never touches the GPU. Drop the flag and the energy floor is back.
#
# -barge-in is NOT passed. The threshold is room-specific and this room has no
# number yet. Turn it on only after reading the "suppressed while speaking"
# means out of this unit's own journal, never by guessing.
#
# install: cp to ~/.config/systemd/user/ on workpc
# systemctl --user enable --now mavwaked.service
[Unit]
Description=Maven always-on listening (silero VAD, "Мэйвен" keyword)
# The tunnel is the only path to mavend and the only thing authenticating it.
Requires=maven-voice-tunnel.service
After=maven-voice-tunnel.service
[Service]
# The Scarlett Solo 4th Gen, and not the fifine. The fifine was the device
# here for three days and mavwaked never logged one utterance in them, because
# it returns RMS 0.00004 with its capture switch on and its ALSA volume at the
# full 496 of 496. That silence is in the hardware, so no flag reaches it.
#
# Named CARD=Gen and not card 4, because a USB card number moves when
# something else is replugged and this daemon must not change ears quietly.
# Not "default" either: that follows whatever pipewire last decided.
#
# plughw and not hw. mavwaked asks arecord for 16kHz mono, which is what the
# whole pipeline is canonical in. Neither microphone offers it, so bare hw
# dies on "Channels count non available" before a frame is read. plughw puts
# ALSA's downmix and resampler in front. Any replacement wants the same.
#
# The Scarlett measured RMS 0.003 against 0.14 on the onboard input, so its
# front-panel gain is the thing to raise if she mishears. That is a knob, not
# a control ALSA exposes. The two loud devices, the onboard ALC897 and the
# camera, both clip at peak 1.0 and are worse candidates, not better ones.
Environment=LD_LIBRARY_PATH=%h/.local/lib
ExecStart=%h/.local/bin/mavwaked \
-device plughw:CARD=Gen,DEV=0 \
-addr 127.0.0.1:9100 \
-lang ru \
-vad-model %h/.local/share/maven/models/silero_vad.onnx \
-wake-model %h/.local/share/maven/models/maven_wakeword.onnx \
-wake-mel %h/.local/share/maven/models/melspectrogram.onnx \
-wake-embed %h/.local/share/maven/models/embedding_model.onnx \
-onnx-lib %h/.local/lib/libonnxruntime.so
Restart=on-failure
RestartSec=5
[Install]
WantedBy=default.target
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# ntfy token add --expires=never maven
# Read access is not needed — mavend publishes and never subscribes.
NTFY_TOKEN=
# Bearer token for mavgpud, the workstation's GPU supervisor (V-673). It fronts
# the big model on a LAN port, so the token is the whole boundary in front of
# the card. Any long random string; mint one with:
# openssl rand -hex 32
# The same value goes in a file on workpc, named by token_file in
# deploy/mavgpud.json. Unset here and every workstation turn falls back to the
# resident model, because mavgpud answers 401 and Maven reads that as down.
MAVEN_GPU_TOKEN=
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# the decrypted working copy lives in RAM (see db_tmpfs in mavend.json).
tmpfs:
- /dev/shm
# the voice wire, for mavwaked and mavenclient on workpc (V-515).
#
# LOOPBACK ONLY, and that is the whole security argument. internal/voice
# is plaintext with no auth: its own server doc says production binds
# inside the wg tunnel, "the wg layer IS the L0 floor". workpc is not a wg
# peer, it is on wlan0. So the tunnel is ssh instead, terminated on this
# loopback address, and nothing new is on the LAN. Anyone who could reach
# a LAN-bound port here could push audio and hear his facts read back.
# SurfaceVoice caps acts at L0; it does not cap reading.
#
# Host 9100 is Vikunja's MCP, hence 9110. The container side stays 9100
# so mavweb keeps reaching mavend:9100 by name.
ports: ["127.0.0.1:9110:9100"]
mavsttd:
<<: *image
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# docs/
Everything an agent needs that is not a rule and not code. `CLAUDE.md` at the
root carries the rules and points here. Nothing here restates a rule.
The tier is the path, so staleness is visible from the filename.
| path | holds | lifetime |
| --- | --- | --- |
| `docs/*.md` | living. One file per subsystem: the reasoning, corrected in place. Each carries `Last verified: <date> @ <sha>`. | until it is wrong |
| `docs/evals/` | dated measurements, one file per measurement. **Never edited after the day.** A newer number is a new file. | forever |
| `docs/caveats/` | known limits, one entry per limit, each with a task id and a revisit trigger. Indexed in `docs/caveats/CLAUDE.md`. | until fixed, then deleted |
| `docs/plans/` | the plan for one piece of work, frozen once it starts | until the work lands |
| `docs/archive/` | dead. Read by nobody by default. | forever |
## Rules for this directory
* One fact, one home. A measurement is cited from a living doc, never copied
into it. The two drift the moment they are both edited.
* A living doc is corrected in place and its `Last verified` line moves with the
correction. Do not append a changelog to it.
* A number in prose with no `docs/evals/` file behind it is an opinion.
* Fixing something deletes its caveat. It does not edit the eval that found it.
## Where a subsystem's reasoning lives
`routing.md`, `language.md`, `world.md`, `offload.md`, `deployment.md`,
`ecosystem.md`, `workflow.md`, `design.md`, `rearchitecture.md`,
`determinism.md`, `protocol.md`, `handler-wiring.md`, `operations.md`, `qa.md`.
The root `CLAUDE.md` says which one to read before touching what.
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# docs/caveats/
One entry per known limit: something broken, deferred or unsafe that a session
will otherwise walk into. An entry names what fails, who it costs, and the
condition that makes it worth fixing.
Two things do not belong here. The evidence is a dated file under `docs/evals/`.
The reasoning behind a subsystem is its living doc directly under `docs/`. A
caveat is the pointer between them plus the trigger.
## Rules for this directory
* One file per area, one `##` section per limit, each carrying its task id.
* **A caveat with no revisit trigger is a complaint.** Give it one or delete it.
* Closing a limit deletes its entry. It does not edit it to say "fixed", and it
never edits the frozen measurement it came from. The durable record of a fix
is the commit and the subsystem's living doc.
* An entry whose task is closed but whose limit is still live is the failure
mode to watch for. The id joins the two directions, so check both.
## Index
Every entry below came from the 2026-08-10 deep audit
(`docs/evals/2026-08-10-repo-audit.md`), except the last, which came from wiring
the gate the audit asked for. Three of the twenty findings are fixed and have no
entry. The unauthenticated mavgpud proxy was V-673. The 20 reachable advisories
in the toolchain and `x/text` were V-682. The missing analyzers were V-694, and
what they now report is the baseline entry under V-701.
| limit | severity |
| --- | --- |
| [Anyone past the proxy can enroll a passkey](security.md#enrollment) | high |
| [Passkey credentials are rewritten in place](security.md#credentials) | medium |
| [An empty STT transcript reads as a successful one](external-inputs.md#stt) | medium |
| [Open-Meteo's empty body becomes 0°C](external-inputs.md#weather) | medium |
| [Dialogue persistence errors are swallowed](storage.md#dialogue) | medium |
| [The reminder transition is a lost update](storage.md#reminders) | medium |
| [A recall miss scans two whole tables](storage.md#recall) | medium |
| [Closing a TCP listener can strand Accept](transport.md#accept) | medium |
| [PTT reads an unbounded body](transport.md#ptt) | medium |
| [mavweb errors cannot be traced](transport.md#errors) | medium |
| [Fact enrichment is a 20-call serial waterfall](workers.md#enrichment) | medium |
| [A suppressed nudge is phrased anyway](workers.md#nudges) | medium |
| [heads_path may equal model_path](invariants.md#heads) | medium |
| [baselineGrammars is mirrored by hand](invariants.md#grammars) | medium |
| [Committed absolute paths pin the build to this box](config.md#paths) | medium |
| [The env example omits deployed variables](config.md#secrets) | medium |
| [The analyzers pass against a baseline, not zero](dependencies.md#baseline) | medium |
| [Domain packages depend on store and IPC types](layering.md#dtos) | low |
| [Eleven symbols are unreachable](layering.md#deadcode) | low |
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# Configuration and environment
## Committed absolute paths pin the build to this box [#690] {#paths}
Costs: `go.mod` replaces Hexis with `/home/kami/apps/hexis`, `start-maven.sh`
hardcodes the checkout and the data directory, and `deploy/mavgpud.json` holds
workstation model and Python paths. Vendoring hides the `go.mod` problem for an
ordinary build. `-mod=mod`, `go mod tidy` and a fresh checkout all fail.
Revisit when: anyone clones this repo elsewhere, or a `tidy` is needed.
Workaround: build only from this checkout, with the vendor directory.
## The env example omits deployed variables [#691] {#secrets}
Costs: a fresh deploy can lose remote speech-to-text or ambient authentication
and run on fallback behaviour with an apparently valid config. Three variables
are referenced and undocumented: `MAVEN_STT_TOKEN`, `MAVEN_AMBIENT_TOKEN` and
`CW2_TOKEN`. V-673 added `MAVEN_GPU_TOKEN` to the example.
It is not silent. The loader logs which variables were unset and says whatever
they configure is off. What is missing is a startup failure.
Revisit when: the box is redeployed from scratch, or a new secret is added.
Workaround: read that log line at startup.
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# Dependencies
## The analyzers pass against a baseline, not against zero [#701] {#baseline}
Costs: `make lint` and `make deadcode` are wired and green (V-694), but green
means "nothing new since 2026-08-11". The accepted set is 19 staticcheck
findings and 13 unreachable symbols, listed with a reason each in
`scripts/analyzers/*.baseline`. Three of the unreachable symbols must stay:
[layering.md](layering.md#deadcode). One accepted staticcheck finding is V-687.
Revisit when: V-701 sweeps the baseline, or a fix deletes an entry. The gate
fails on an entry whose finding is gone, so the deletion is not optional.
Workaround: none needed. Reachability claims are checkable now. Read the
baseline before trusting that a target reporting clean means the tree is clean.
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# External inputs
What arrives from a service Maven does not run, and what happens when it
arrives malformed. The shared shape: a JSON decode into value fields cannot
tell "absent" from "zero", so a degraded response becomes a confident answer.
## An empty STT transcript reads as a successful one [#675] {#stt}
Costs: one dropped voice turn per malformed 200 from workpc. The mavsttd floor
is never asked, because `stt.Pair` falls back on a non-nil error alone.
Revisit when: CW2 returns a 200 with no text. Sooner if a proxy is put between
homesrv and port 8081.
Workaround: none. It is silent by design and the fallback is never spoken.
## Open-Meteo's empty body becomes 0°C [#676] {#weather}
Costs: he is told the weather is clear and 0°C when the service answered
nothing. Distinct from V-589, which covered the HTTP status and not the body.
Revisit when: a weather answer is reported as wrong, or the geocoder changes.
Workaround: none.
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# Unguarded invariants
`CLAUDE.md` names these as load-bearing. Nothing enforces either one. A rule
that lives only in prose gets broken by whoever did not read the prose. Both of
these fail silently when broken.
`tokenizerRev` and `preRouteLadder` were checked and need nothing. The rev is
baked into the embedder key, so a bump triggers re-embedding. A missing ladder
rung is observable in the decision record.
## heads_path may equal model_path [#692] {#heads}
Costs: the routing heads then score with the same graph the resident e5-small
uses, and recall degrades. There is no error and no log line, so it reads as
ordinary drift rather than a misconfiguration.
Revisit when: `deploy/mavend.json` is edited by hand, or a fine-tuned heads
graph is swapped in.
Workaround: check the two keys by eye. That is the whole guard today.
## baselineGrammars is mirrored by hand [#693] {#grammars}
Costs: the eval fixture restates the stage 0 rule set in the daemon's order,
and its own comment says so. Three test files score against it. A grammar added
to `buildRouter` alone means every routing measurement scores a set nobody
runs. `CLAUDE.md` warns about this failure by name.
Revisit when: the next stage 0 grammar is added. That is when it bites.
Workaround: add to both lists, which is what the rule already says.
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# Layering and dead surface
Neither entry breaks anything today. Both make a later change cost more than it
should, which is why they are low and not medium.
## Domain packages depend on store and IPC types [#685] {#dtos}
Costs: dialogue exposes `store.DialogueSessionRow` in its port, the pure
morning planner takes a `store.Fact`, and auth policy imports IPC method and
caller types. There is no Go import cycle. A schema change reaches further than
it should.
Revisit when: the dialogue or fact schema changes, or a second transport
appears beside IPC.
Workaround: none needed. It compiles and it is correct.
## Eleven symbols are unreachable [#686] {#deadcode}
Costs: extra API and test surface, and comments that claim callers which no
longer exist. Three of the eleven must not be deleted. `HisGender` is a
documented seam tied to V-399. `AudioDuration` duplicates `internal/audio` and
should call it. `CountWord` is a one-line alias nobody uses and can go.
Revisit when: `deadcode` is wired into the audit gate, which needs the
allowlist this entry describes. **An unannotated list invites deleting the
three above.**
Workaround: none needed.
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# Security
Both entries are mavweb's passkey seam. Assertion itself is sound and is not
the problem: `userVerification` is required, and a sign count that does not
increase is rejected.
## Anyone past the proxy can enroll a passkey [#683] {#enrollment}
Costs: registration is gated on nothing, so any client that reaches mavweb can
enroll its own key and become him. Step-up is worse than per-client: one
process-global `assertedAt` means every client inherits the same five-minute
window after any successful assertion. The voice WebSocket accepts every
origin, which makes cross-site use easier. V-317 covers which routes are gated
and V-605 covers challenge-map growth. Neither covers this.
Revisit when: mavweb is reachable from anything but the tunnel, and before any
new credential is enrolled.
Workaround: the reverse proxy is the only boundary today. That is the finding.
## Passkey credentials are rewritten in place [#684] {#credentials}
Costs: `os.WriteFile` over the live file. A crash, a full disk or an
interrupted write corrupts every enrolled credential at once, and mavweb will
not start afterwards.
Revisit when: a second credential is enrolled, since the blast radius grows
with the count. Sooner if the box loses power unexpectedly.
Workaround: back the file up before enrolling.
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# Storage
The DB seam: what it loses quietly, and what it reads more of than it needs.
## Dialogue persistence errors are swallowed [#677] {#dialogue}
Costs: restart continuity can vanish with nothing in the log, and a failed
delete can bring stale conversation state back. Current-turn dialogue is
unaffected, which is why this has never been noticed.
Revisit when: a restart is reported as losing context. Sooner if a turn starts
reading dialogue rows back to him.
Workaround: none. The failure is invisible from outside.
## The reminder transition is a lost update [#678] {#reminders}
Costs: a concurrent fire and cancel both succeed and the last writer wins.
Medium today because cancellation has no surface. High the moment V-622 adds
one, and V-622 does not describe this invariant.
Revisit when: V-622 starts, whichever comes first.
Workaround: none, but the window is small while nothing can cancel.
## A recall miss scans two whole tables [#681] {#recall}
Costs: every missed recall reads all of `memory_vectors` and then decodes and
sorts every note vector. Not an N+1, and the memory scan is cheap per losing
row on purpose. The duplicated decode is the legacy notes path alone.
Revisit when: the note count makes a miss measurably slow. Also when the two
exclusion filters are proven to agree. `QueryNotes` uses `notHisWordsSQL` and
`Search` uses `memory.NonRecallPrefix`. The fallback cannot go until they match.
Workaround: none needed at today's row counts.
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# Transport
The HTTP and socket seams. What a client can do to them, and what a shutdown
can do to us.
## Closing a TCP listener can strand Accept [#679] {#accept}
Costs: during close, both `errc` and `done` are ready in `acceptLoop`'s select.
Go picks uniformly. So roughly one close in two leaves a waiting `Accept`
blocked forever on a TCP seam. Unix sockets are unaffected.
Revisit when: a daemon is seen hanging on shutdown, or before any new TCP
listener is added.
Workaround: the process usually exits anyway, which hides it.
## PTT reads an unbounded body [#688] {#ptt}
Costs: `handlePTT` does an unlimited `io.ReadAll`, and mavweb sets no header or
idle timeouts. A client can force unbounded allocation or hold a connection
open. mavgpud's half of this was fixed in V-673.
Revisit when: mavweb is reachable from anything but the tunnel.
Workaround: mavweb is not LAN-exposed today.
`/ws` rides along with this entry. It never calls `SetReadLimit`, so the
dependency default of 32,768 bytes applies, about a second of audio. Nothing
reaches it: the browser posts PCM to `/api/ptt`, and only `handlers_test.go`
opens `/ws`. It gets a caller and a real limit, or it gets deleted.
## mavweb errors cannot be traced [#689] {#errors}
Costs: some handlers return the raw internal error, which discloses internals.
Others return a generic one with no identifier, which cannot be joined to its
log line. There is no request-id middleware to join them.
Revisit when: a reported UI failure cannot be found in the log.
Workaround: read the log by timestamp.
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# Background workers
Both entries are a tick doing expensive work it did not need to do.
## Fact enrichment is a 20-call serial waterfall [#680] {#enrichment}
Costs: each fact is resolved in turn and each ecosystem call can spend ten
seconds. A slow but reachable Nexus holds one tick for minutes, so the worker
stops observing its configured interval. V-647 covered the duplicate queue
scan, not this.
Revisit when: Nexus gets slow, or when a batch-resolution endpoint exists.
Workaround: an unreachable Nexus is fine. It is the slow-but-answering case
that hurts.
## A suppressed nudge is phrased anyway [#687] {#nudges}
Costs: `PhraseNudge` runs before the dedupe is known. The `continue` meant to
skip it is the last statement in the loop body. Every tick that
keeps suppressing the same rule pays the resident model again. The comment
above it claims the opposite.
Revisit when: digestion ticks show up in the model's load, or when nudge rules
grow past a handful.
Workaround: none.
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# Deployment: the boxes, the models, the daemons
*Last verified: 2026-08-09 @ a9b480a*
What runs where, and why each choice was made. `CLAUDE.md` carries only the
rules. This file carries the reasoning.
## The two boxes
**homesrv** is a Ryzen 5 5600U laptop and the deploy target. It offloads to the
Vega iGPU over Vulkan (`n_gpu_layers: 99`). Compose passes `/dev/dri` and the
render gid (993), and without both Vulkan enumerates zero devices and
llama-server falls back to CPU silently.
**workpc** is the workstation, 16GB of VRAM, reached as `kami@workpc` at
192.168.1.105. Model work moved there on 2026-08-02 by the owner's call, because
homesrv cannot grow a GPU.
Three rules govern the seam:
- **The workstation is never assumed up.**
- **Fall back silently** when it would only do the job better.
- **Name the gap** when the resident model cannot do the job at all.
A world question goes through `LLMPhraser.PhraseWorld` and returns `worldGap`
(`cmd/mavend/worldmodel.go`) rather than an invented answer. A box with no
`workstation` block behaves exactly as it did before the seam. `docs/offload.md`
says which caller is which.
## The resident model
**Qwen3-1.7B** (`UD-Q4_K_XL`), stock, not yet the CPT'd one. It is a Thinking
variant, so `n_ctx` is 4096. Reasoning tokens need the room, and 4096 is what
every score was measured at.
The target is the locally CPT'd Qwen3-1.7B (V-122, training in flight). Stock
already speaks good Russian. What it gets wrong is the persona. It writes `я рад`
where Maven needs `рада`.
**Do not bother with sub-500M models.** LFM2.5-230M and 350M were measured on
2026-07-31 and both are unusable in Russian
(`docs/evals/2026-07-31-model-bakeoff.md`). Their published IFEval and BFCL
numbers are English-only.
Model files live in `/mnt/hdd1/llms`, bind-mounted to `/opt/maven/models/llm`.
That **shadows** the repo's `models/llm/`, so a gguf sitting there is not loaded
by anything. Swapping the resident model is a one-line change to
`phraser.model_path` in `deploy/mavend.json`.
The workstation model is gemma-4-E4B as of 2026-08-09, replacing the 12B by the
owner's call. Keep the 12B gguf. It is the better teacher for label runs, at
72.7% destination against E4B's 57.6%.
## The embedder
**It stays on homesrv permanently**, because it backs the floor. It is
multilingual-e5-small, quantized and asymmetric. `EmbedQuery` and `EmbedPassage`
apply the `query:` and `passage:` prefixes it was trained with. Calling plain
`Embed` on a note is a bug. See `docs/evals/2026-08-04-recall-e5-small.md`.
The vendored onnxruntime under `deps/` has two copies, and the stale one is
1.17.1. The live runtime is 1.26.0, and the Go binding asks for API 26. Anything
shipped to another box needs `deps/onnxruntime-linux-x64-1.26.0`.
## Speech-to-text
`sttSeam` in `cmd/mavend/voicewire.go` builds an `stt.Pair` beside `modelSeam`.
It prefers CrisperWhisper 2.0 turbo on workpc with mavsttd as the floor. It takes
only the silent half of the rule, because a worse transcript is still a turn. So
`stt.Pair` has no `TranscribeRemote` and the fallback is never spoken.
CW2 turbo scores 10.4% WER in Russian against 27.5% for the `ggml-small.bin`
mavsttd loads, over 200 Golos clips
(`docs/evals/2026-08-09-crisperwhisper2-russian-wer.md`).
**whisper.cpp cannot load CW2 at all.** It reads its language count off the
vocabulary size. CW2's 51897 tokens shift seven special token ids. So CW2 is its
own transformers service on port 8081 (`deploy/cw2/serve.py`).
`stt.HTTPTranscriber` posts raw PCM to it with a bearer token, because audio is
the most sensitive thing that crosses this seam. The switch is `workstation.stt`
in `deploy/mavend.json`, and deleting the block sends every utterance to mavsttd.
**mavgpud runs that service as a second child.** This is not an optimisation.
CW2 is a ROCm process on the same card, so it registers on the KFD like any
contender. Under its own systemd unit it made mavgpud evict llama-server every
few seconds. That took the model arm down for eight minutes on 2026-08-09. The
card needs one owner. CW2 is on the yield clock and not the idle one. At 1.6GB
it denies the card to nobody.
Text-to-speech has not moved. piper on homesrv is the only synthesizer.
## The daemons
| Binary | Role |
|---|---|
| `mavend` | **Core.** Router, phraser, memory, reminders, digestion tick. Owns the DB and IPC socket. |
| `mavweb` | HTTP UI and PWA (`/dash`, `/history`, `/trace`, `/notifications`, `/tools`), WebAuthn auth. |
| `mavsttd` | Speech-to-text (whisper.cpp, CGO). |
| `mavttsd` | Text-to-speech (piper subprocess). |
| `mavwaked` | Wake-word and VAD gate. Runs on workpc. |
| `mavenclient` | Voice loop client (mic, stt, core, tts). Not deployed. |
| `mavpoll` | Environment poller: netdata alarms, uptime-kuma, zenmoney, wireguard presence. Writes facts, sends nothing. Telegram is `internal/delivery/telegramsink`. |
| `mavcaldav` | CalDAV calendar sync. |
| `mavmaild` | Mail reader (IMAP, read-only). Holds the IMAP password, core never sees it. |
| `mavgpud` | GPU supervisor. **Runs on workpc**, own unit `deploy/mavgpud.service`. Keeps llama-server loaded while the card is free (V-488). Maven never asks it for anything and reads `/health` through `llm.Pair`. Its LAN port needs a bearer token in the file named by `token_file`, matching `MAVEN_GPU_TOKEN` on homesrv, or it refuses to start (V-673). |
| `mavupdate` | Not a daemon. Operator CLI a human runs on the box to deploy a new build. |
Two binaries have no Makefile target and neither is deployed. `mavseal` encrypts
a live tmpfs working copy back to the ciphertext file when mavend was killed
before `defer st.Close()` sealed it. `labelgen` runs the stage 0 grammars over
utterances and prints JSONL, the training data for the routing heads.
Daemons are wired socket-to-socket, not linked. `internal/ipc` is the wire
protocol. `deploy/mavend.json` sets socket paths, model paths and the phraser and
embedder blocks, with `${VAR}` expansion from gitignored `deploy/telegram.env`.
### Who is in compose, and who is not
**`docker-compose.yml` runs five**: `mavend`, `mavsttd`, `mavttsd`, `mavweb`,
`mavpoll`. Count against compose, not against the table above.
`mavmaild` and `mavcaldav` are commented out, each with the reason beside it. The
first needs a mail account and the second a CalDAV account, and this box has
neither. Two things ride on the CalDAV absence (V-644). Agenda questions route to
`IntentQuery` at stage 0, and the `calendar` query source then reads a table
nobody writes. And `loop.State.CalendarBusy` is fed by the same facts, so the
gate's "do not nag mid-meeting" is permanently false.
`mavenclient` is still absent. `mavwaked` moved to workpc on 2026-08-09 (V-515).
### The voice wire
`internal/voice` is plaintext with no auth. Its own server doc says production
binds inside the wg tunnel, because the wg layer is the L0 floor. workpc is not
a wg peer, it sits on wlan0. So the tunnel is ssh instead.
mavend publishes the voice port to homesrv loopback only, `127.0.0.1:9110`.
Host 9100 is Vikunja's MCP, hence 9110. The container side stays 9100 so mavweb
keeps reaching `mavend:9100` by name. `deploy/maven-voice-tunnel.service` on
workpc forwards it over his key.
**Do not replace this with a LAN bind.** `SurfaceVoice` caps acts at L0, so an
unauthorized speaker could not run a destructive tool. L0 does not cap reading,
so they would still hear his facts, notes and calendar read back.
Both `mavwaked` and `mavenclient` speak `voice.Dial`, not `ipc.Dial`. The
`netaddr` token guards the daemon-to-daemon IPC seam and never touches this one.
`ipc.Dial` does take `tcp://host:port?token=...`, which is why V-515 was filed
as a config change. That premise was wrong, and the ssh leg is the correction.
The voice loop belongs on a client machine where the owner is standing, and that
machine is workpc (V-463, `docs/plans/17-where-the-voice-loop-runs.md`). homesrv
has a microphone, because it is a laptop, but it is in the wrong room.
### mavwaked on workpc
`deploy/mavwaked.service`, a user unit beside `mavgpud.service`. Two flags are
deliberate.
`-vad-model` is passed. Silero answers "is this frame speech" where the energy
floor answers "is this frame loud". It declines white noise at the same RMS, 0
frames against 68 to 99, and still hears all four spoken fixtures
(`docs/evals/2026-08-09-silero-vad.md`). It costs 509µs a frame and never touches
the GPU. A model that will not load is logged and not fatal.
`-barge-in` is not passed. The threshold is room-specific and this room has no
number yet. Read the "suppressed while speaking" means out of the journal first.
The device is `plughw:CARD=Gen,DEV=0`, the Scarlett Solo. It is `plughw` and
not `hw` because mavwaked asks arecord for 16kHz mono. No microphone here
offers that, so bare `hw` dies on "Channels count non available" before a
frame is read. It is named `CARD=Gen` and not card 4 because a USB card number
moves when something else is replugged.
It used to be the fifine on card 0, and that cost three days. mavwaked logged
zero completed utterances across them, before the wake word existed and after.
The fifine returns RMS 0.00004 with its capture switch on and its ALSA volume
at the full 496 of 496. That silence is in the hardware and no flag reaches
it. Over the same eight seconds of speech the onboard ALC897 read 0.142 and
the camera 0.289, both clipping at peak 1.0. The Scarlett read 0.003 clean.
Check the level before blaming the gate. Stop the unit, run `arecord` against
the device for five seconds, and measure. A live room floor reads near 0.001.
The three `-wake-` flags require the keyword "Мэйвен" (V-487 stage two). Drop
them and the loop runs open, which is what it did before. The threshold is the
binary's default of 0.999 and is not passed. Over 65 minutes of held-out
Russian speech it woke her 0.9 times an hour against 2.8 at 0.99. That cost one
lost render out of 126 (`docs/evals/2026-08-09-wake-word.md`).
The three sessions are pinned to one thread each. onnxruntime otherwise sizes
its pool to every core and spins between runs, which took mavwaked from 68% of
one core to 335%. With the cap it sits at 81%, so the gate costs about 13%.
A keyword shorter than 1.32s can be heard too late to be used. The head scores
1.28s of audio, and the VAD has closed the utterance by then.
"Мэйвен, <request>" is unaffected. A bare "Мэйвен" is the case that fails.
mavwaked connects at startup and holds the conn, so a nudge routed to voice
reaches the speaker before he has said anything (V-671). It used to connect
lazily, which made the failure silent rather than absent: after one utterance
the session existed, `PushToMostRecent` succeeded, the dispatcher stopped
rerouting to telegram and ntfy, and mavwaked discarded the audio.
**Passwords are read from files, never taken as flag values.** `mavcaldav` uses
`-pass-file` and `-render-pass-file`. `mavpoll` and `mavmaild` follow the same
rule.
## Web UI conventions
Server-rendered pages share `cmd/mavweb/static/ui.css` (served at `/ui.css`) and
the shell partial in `cmd/mavweb/shell.html`. A page opens with
`{{template "shellTop" "<page-key>"}}` and closes with `{{template "shellBottom"}}`,
and the key marks the active sidebar link.
Every page is its own embedded `.html` file next to `main.go`. No page markup
lives in Go, and the sidebar is data (`sidebarSections`, `pageIcon`) the template
renders. No per-page `<style>` beyond true one-offs. Wrap every table in
`<div class=scroll>` so wide data pans on a phone. Local preview and headless
screenshot recipes are in `AGENTS.md`.
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@@ -30,6 +30,12 @@ Maven is the user-facing control center, but not the source of truth for identit
Maven provides the human interface over the other systems.
| Service | Owns | Maven's client | Configured at |
|---|---|---|---|
| **Nexus** | Canonical entity ids, names, aliases, relationships. Projects, services, devices, people, pets, places. | `nexusClient` in `cmd/mavend/ecosystem.go`, `POST /api/v1/resolve` | `nexus.url` (`http://nexus:9740`) |
| **Praxis** | Operational attention and item lifecycle. What needs looking at, what changed, what is unresolved. | `praxisClient`, the HTTP tools API under `/api/v1/tools/` | `praxis.url` (`http://praxis:8989`) |
| **Hexis** | The capability registry and the only path to executing anything. | vendored `github.com/kami/hexis/pkg/client` | `hexis.url` (`http://hexis:9741`) |
It is responsible for:
- interpreting Russian and English utterances
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# The "Мэйвен" wake word: what it hears and what it invents
*Measured 2026-08-09 on workpc and homesrv. V-487, stage two of two.*
Stage one gave mavwaked silero-vad, which answers "is this frame speech".
Nothing answered "was this said to her", so every utterance near the
microphone became a turn. SurfaceVoice caps acts at L0, which made that safe
rather than expensive. L0 does not cap reading, so the room could still hear
his facts read back.
The keyword is "Мэйвен". openWakeWord's two frozen feature models do the
hearing and a 100KB head trained here draws the boundary. It runs on CPU
beside silero and never touches the GPU.
## Why a per-window accuracy is not a number anyone can act on
The gate scores every 80ms. A 1.7% false-accept rate per window sounds small
and means a wake every few seconds. The useful question is how many times an hour
it wakes on speech that was not the keyword. So every table below counts
threshold crossings over whole clips and divides by the audio duration.
A crossing, not a window above the threshold. A keyword held high for half a
second is one wake, not six.
## The data
Positives are 600 silero TTS renders of three stressings of the keyword, six
speakers, ten trailing phrases, augmented eight ways each. Hard negatives are
560 renders of confusable Russian words. Real speech is Common Voice ru and Golos.
The 74257 Common Voice clips were already on workpc from the CrisperWhisper
work. The 200 Golos clips came from the CW2 WER eval.
Splits are by source file. Augmented copies of one render on both sides of a
split would measure memorisation.
Golos was never trained on at any stage, so it answers the harder question:
does this survive a change of speakers and rooms.
## Three heads
Each row is a full retrain. The false-accept column is 8.89 hours of Common
Voice that no stage of training had seen.
| trained on | recall (window) | false wakes/hour @0.99 |
|---|---|---|
| TTS + 13.7 min of Golos | 0.869 | not measurable |
| + 4000 Common Voice clips | 0.836 | 21.9 |
| + 3837 mined hard negatives | 0.784 | 4.2 |
| + 753 more mined | 0.810 | 3.4 |
The first row is why the second exists. Thirteen minutes of held-out speech
cannot measure a rate for a gate that scores twelve times a second. A head
trained only against TTS learns to tell TTS from not-TTS.
Mining is the whole story after that. Random negatives teach the head what
most speech sounds like. They do not teach it the few syllable sequences that
score high, because 4000 clips barely contain them. So the current head was
run over 20000 fresh clips, keeping every window it scored above 0.05. That
found 3837 windows in 855512. Repeating those ten times in the next training
run cut the rate five-fold.
The second round found 753 in 852240, a fifth of the yield, and bought a
further 20%. It also recovered recall, which the first round had cost. Whether
a third round is worth 25 minutes of workpc is untested.
## Where the threshold came from
Both columns are held out. Positives are the 126 renders in the test split.
Speech is 65.1 minutes of Common Voice, disjoint from every training and
mining pool. Both were run through the built `mavwaked` binary reading PCM from a
file, not through the python that trained the head.
| threshold | renders shipped | false wakes/hour |
|---|---|---|
| 0.99 | 116 / 126 | 2.8 |
| 0.999 | 115 / 126 | 0.9 |
One render against a third of the false wakes. `defaultWakeThreshold` is
0.999.
Golos disagrees. It gave 2 wakes in 14 minutes at every threshold, which is
8.7 per hour. Two events is not a rate. What it does say is that a handful of real utterances score above 0.999
and no threshold will move them.
## What it costs him
Ten of the 126 held-out renders were heard and still dropped, and every one
was an utterance shorter than 1.32s. The head scores 16 embeddings, or 1.28s of
audio. The score therefore peaks up to a second after a short keyword ends.
By then the VAD has closed the utterance and dispatch has already asked.
Real commands are "Мэйвен, <request>" and run past two seconds, which gives
the head the whole request to peak during. A bare "Мэйвен" with nothing after
it is the case that fails. One fix would hold an ignored utterance for a grace
period and ship it if the keyword lands late. It is not built.
## What it costs the workstation
Under systemd on workpc, mavwaked sat at 335% of a core with the gate on and
68% with only silero. onnxruntime sizes its thread pool to every core and spins
between runs, and this gate runs three graphs twelve times a second. Pinning
all three sessions to one thread brought it to 81%, so the keyword costs about
13% of one core. The three graphs each finish in well under 80ms that way.
## What was not measured
No room recordings. Every negative above is a clean corpus clip. This gate
will live among a television, a fan and the far side of a kitchen. None of
those are in these numbers.
No measurement of him. Training on his voice means copying his transcripts off
homesrv, which is his call and has not been asked.
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# Repository deep-audit report
Date: 2026-08-10
Revised: 2026-08-11, a verification pass over every cited line. Six claims were
wrong as first written and are corrected in place. Two findings were added.
Frozen 2026-08-11, V-674. A dated measurement is never edited after the day,
and that holds for a finding which later gets fixed. The live state of each one
sits in `docs/caveats/` with its task id. The fix sits in the subsystem's living
doc under `docs/`. Read this file for the evidence, not for what is still true.
Read-only audit complete. I found **20 issue-specific candidates not represented by a matching Vikunja task**: **3 High, 15 Medium, 2 Low**. No code or Vikunja tasks were changed.
I compared all 366 tasks in Maven project 2. Existing items such as V-317, V-589, V-597, V-603, V-605, V-608, V-643 and V-647 were excluded except where a new finding is clearly separate.
## 1. Unhandled edge cases and silent failures
### Empty STT responses suppress the local fallback
**A — Location:** `internal/stt/http.go:85` accepts `{}` as a successful transcript and returns empty text at line 89. `internal/stt/pair.go:143` only falls back when `err != nil`.
**B — Severity:** Medium. A malformed `200 OK` from the workstation silently drops a voice turn instead of invoking `mavsttd`.
**C — Proposed fix:** Require nonblank transcript text and a valid confidence range; treat missing required fields as an error so `Pair` falls back. Bound the response decoder and add `{}`, `{"text":""}`, oversized-body and invalid-confidence tests.
### Open-Meteo can report invented zero-degree weather
**A — Location:** `internal/weather/openmeteo.go:47` uses value fields, while line 95 accepts `{}` and line 100 interprets it as WMO 0 and 0°C.
**B — Severity:** Medium. A valid JSON error/degraded response becomes plausible but false weather. This is separate from V-589, which covered HTTP status handling.
**C — Proposed fix:** Make `current_weather` and its required members pointer/nullable fields, validate presence and ranges, and cap both forecast and geocoder bodies.
### Dialogue persistence errors disappear completely
**A — Location:** Corrupt rows are silently skipped at `internal/dialogue/session.go:127`; delete failures are discarded at line 191; marshal and save failures are swallowed at lines 201 and 209.
**B — Severity:** Medium. Restart continuity can silently vanish, while failed deletes can resurrect stale conversation state.
**C — Proposed fix:** Return or report persistence errors with session ID and operation; quarantine/delete corrupt rows; use bounded contexts instead of `context.Background()`. Keep current-turn availability, but expose the lost restart guarantee through logs/metrics.
## 2. Concurrency and race conditions
### Reminder state transition is a read-then-write lost update
**A — Location:** `internal/store/reminders.go:172` reads `pending`, then line 182 updates without checking the old state.
**B — Severity:** Medium now; High once V-622 adds cancellation surfaces. Concurrent fire/cancel operations can both succeed and the last writer wins. This invariant is not described in V-622.
**C — Proposed fix:** Use one conditional statement: `UPDATE ... WHERE id=? AND status='pending'`; inspect `RowsAffected`, then distinguish not-found from invalid transition. Add simultaneous fired/cancelled tests under `-race`.
### TCP listener shutdown can leave `Accept` blocked forever
**A — Location:** `internal/netaddr/netaddr.go:180` waits only on `conns` and `errc`. During close, line 201 may select the already-closed `done` branch without publishing the listener error; `Close` at line 225 does not wake `Accept`.
**B — Severity:** Medium. During close both `errc` and `done` are ready in `acceptLoop`'s select and Go picks uniformly, so roughly one close in two strands a waiting `Accept` forever on a TCP seam.
**C — Proposed fix:** Add `case <-l.done: return nil, net.ErrClosed` to `Accept`, and make error/channel closure ownership explicit. Test an in-flight `Accept` concurrently with `Close`.
## 3. Data fetching: waterfalls and duplicated scans
### Fact enrichment performs a serial 20-call network waterfall
**A — Location:** `cmd/mavend/factenrichment.go:160` resolves each fact sequentially; line 223 makes the Nexus call. Each request can consume ten seconds at `cmd/mavend/ecosystem.go:63`.
**B — Severity:** Medium. A slow-but-reachable Nexus can hold one tick for roughly 20 × 10s, preventing the worker from observing its intended interval. V-647 only covered the duplicate queue scan.
**C — Proposed fix:** Prefer a Nexus batch-resolution endpoint. Otherwise use bounded concurrency, such as four workers, while preserving per-fact backoff and the 20-attempt ceiling.
### A recall miss scans two whole tables
**A — Location:** The query source table runs embed, memory and notes in order at `cmd/mavend/actions_query.go:161` through line 164. `MemoryStore.Search` scans every row of `memory_vectors` at `internal/store/memory.go:82`; a miss then calls the legacy notes query at `cmd/mavend/actions_query.go:718`, which decodes every note vector at `internal/store/notes.go:63` and sorts the whole table at line 69.
**B — Severity:** Medium at scale. This is not an N+1. It is two full scans per missed recall. The memory scan is already cheap per losing row on purpose, costing one dot product read off the stored bytes with no `[]float32` materialized, so the duplicated decode cost is the notes path alone. Both recall widths are tiny (`memoryRecallWidth` 3, `noteRecallWidth` 5), so the work is in the scan, not the result set. V-581 is a generic sweep of this file, but does not identify this issue.
**C — Proposed fix:** Establish the invariant that every recallable note exists in `memory_vectors`, then remove the fallback. `internal/store/backfill.go` already rewrites note rows into the unified index, so the backfill exists; what is missing is proof that the two exclusion filters agree, since `QueryNotes` filters on `notHisWordsSQL` while `Search` filters on `memory.NonRecallPrefix`. Until they do, query only notes missing from the unified index and rank with the existing bounded top-K heap.
## 4. Dependency health and version pinning
### Reachable published vulnerabilities in the pinned toolchain and `x/text`
**A — Location:** `go.mod:3` and `Makefile:7` pin Go 1.25.5; `go.mod:25` pins `x/text` 0.14.0. Reachable traces include normalization at `internal/router/onnxembedder.go:364`, HTML rendering at `cmd/mavweb/shell.go:154`, email header decoding at `internal/email/message.go:244`, and reverse proxying at `cmd/mavgpud/main.go:212`.
**B — Severity:** High. `govulncheck` found **20 reachable advisories**: one in `x/text` and 19 in the Go standard library, including template XSS, parser complexity/DoS and TLS issues. The official database says `x/text` before 0.39.0 can loop on invalid UTF-8; Go 1.25.12 contains the accumulated security corrections. See [GO-2026-5970](https://pkg.go.dev/vuln/GO-2026-5970), [GO-2026-4980](https://pkg.go.dev/vuln/GO-2026-4980), and the [Go release history](https://go.dev/doc/devel/release#go1.25.0).
**C — Proposed fix:** Upgrade the vendored toolchain to at least 1.25.12, preferably current 1.26.5 after compatibility testing; upgrade `x/text` to at least 0.39.0/current 0.40.0; tidy and re-vendor. Add `govulncheck ./...` to the repository gate.
No dependency was three major versions behind. The remaining direct updates were minor/patch releases. `.opencode`'s `npm audit` reported zero vulnerabilities and no peer conflicts.
## 5. Security exposure
### WebAuthn enrollment is open and step-up state is process-global
**A — Location:** Registration endpoints have no existing-credential or bootstrap authorization at `cmd/mavweb/webauthn.go:92` and line 103. `RegisterBegin` also answers GET, while `RegisterFinish` requires POST. A single server-wide session is created at `cmd/mavweb/main.go:170`, backed by one `assertedAt` timestamp at `internal/webauthn/session.go:20`. The voice WebSocket accepts every origin at `cmd/mavweb/voiceproxy.go:48`.
**B — Severity:** High, and scoped to enrollment and session binding. Assertion itself is sound. `internal/webauthn/webauthn.go:221` requests `userVerification: "required"`, and line 304 rejects a sign count that did not increase. What is broken is that any client past the reverse proxy can enroll its own key, and that after any successful assertion every client inherits the same five-minute step-up window. The wildcard WebSocket origin makes cross-site use easier. V-317 covers which routes are gated, and V-605 covers challenge-map growth, not enrollment or session binding.
**C — Proposed fix:** Permit first enrollment only through a local/one-time bootstrap ceremony; require an already-authenticated credential for subsequent enrollment. Bind step-up to a signed, HttpOnly, SameSite browser session and exact RP origin. Restrict WebSocket origins and add CSRF/origin validation to mutating routes.
### `mavgpud` exposes an unauthenticated GPU/model proxy on the LAN
**Closed 2026-08-11, V-673.** The reasoning now lives in `docs/offload.md`,
beside the rest of the workstation seam, and `docs/deployment.md` carries the
operational line in the daemon table. This block is a pointer, not a second
home: read those, not this.
- Boundary and limits: `cmd/mavgpud/auth.go`, wired in `cmd/mavgpud/main.go`.
- Client half: `internal/llm/client.go`, `internal/llm/remote.go`,
`internal/config/workstation.go`, `cmd/mavend/voicewire.go`.
- Deploy: `token_file` in `deploy/mavgpud.json`, `MAVEN_GPU_TOKEN` in
`deploy/telegram.env.example`.
- Commits: `95e7427`, `1c13d22`, `5596cdd`, `9bb3425`.
**Deploy step, not yet done:** write the token to
`/home/kami/.config/mavgpud.token` on workpc and put the same value in
`MAVEN_GPU_TOKEN` on homesrv, before restarting either side. mavgpud refuses to
start without it, and a homesrv missing it falls back to the resident model.
### Passkey credential persistence is not crash-atomic
**A — Location:** `cmd/mavweb/credentials.go:36` serializes the full credential map and overwrites the live file directly with `os.WriteFile` at line 41.
**B — Severity:** Medium. A crash, disk-full event or interrupted write can corrupt every enrolled credential and prevent mavweb from starting.
**C — Proposed fix:** Write a `0600` temporary file in the same directory, `fsync`, rename atomically, then sync the directory. Preserve the last known-good file and test simulated write failures.
No new tracked hardcoded keys, raw user-concatenated SQL, `eval`, or shell execution of untrusted strings were found. The historical DB-key exposure is already covered by V-12.
## 6. Circular dependencies and layering
### Domain packages depend directly on storage/wire DTOs
**A — Location:** Dialogue imports `store` and exposes `store.DialogueSessionRow` in its port at `internal/dialogue/session.go:9` and line 75. The pure morning planner accepts `store.Fact` at `internal/morning/plan.go:72`. Auth policy imports IPC method and caller types at `internal/auth/policy.go:8` and `internal/auth/scope.go:33`.
**B — Severity:** Low. There is no current Go import cycle, but domain changes are coupled to database and IPC schema changes.
**C — Proposed fix:** Make domain packages own their DTOs and ports—dialogue persistence records, morning evidence, auth operation/caller identity—and adapt them in store/IPC/cmd wiring.
No circular Go imports were found; compilation and `go vet` both succeeded.
## 7. Dead code and zombie endpoints
### Eleven production symbols are unreachable
**A — Location:** `deadcode` found:
- `cmd/mavwaked/vad.go:244``PCMToF32`
- `cmd/mavwaked/vad.go:265``AudioDuration`
- `internal/crawl/watch.go:86``Watcher.Watches`
- `internal/phraser/confirm.go:137``IsC`
- `internal/phraser/plural.go:13``CountWord`
- `internal/phraser/eval/checks.go:80``HisGender`
- `internal/update/update.go:363``WithClock`
- `internal/voice/errors.go:72``jsonMarshal`
- `internal/voice/errors.go:73``jsonUnmarshal`
- `internal/webauthn/cbor.go:98``cborValue.At`
- `internal/worker/server.go:64``Server.SetSynthesizer`
Three of the eleven do not want deleting, and the 2026-08-11 pass checked each:
- `internal/phraser/eval/checks.go:80` `HisGender` is deliberately exposed and deliberately uncalled. The comment at line 72 ties the trio to V-399, and `cmd/mavend/personaguard.go:94` states why this one is not run on a phrased message. Deleting it removes a documented seam.
- `cmd/mavwaked/vad.go:265` `AudioDuration` duplicates what `internal/audio` already computes. Call that instead of deleting the body.
- `internal/phraser/plural.go:13` `CountWord` is a one-line alias for `say.CountWord`, and every real caller already uses `say` directly. Safe to delete outright.
**B — Severity:** Low. They increase API and test surface, and some comments claim callers that no longer exist.
**C — Proposed fix:** Delete the genuinely obsolete symbols. Where one is an intended extension seam, add the actual caller and a contract test, or record why it stays. Add `deadcode ./...` with an explicit allowlist to the audit gate, since an unannotated list invites deleting the three above.
The repository history begins on 2026-07-03, so a six-month rotten-feature-flag check is not yet applicable. One zombie HTTP route does exist: `/ws` is wired at `cmd/mavweb/main.go:235` and no shipped client reaches it, since the browser posts to `/api/ptt`. Section 8 carries the detail.
## 8. Performance hot paths and memory/resource leaks
### Digest dedupe happens after paying the LLM cost
**A — Location:** `cmd/mavend/tick_digest.go:147` calls `PhraseNudge` before `EnqueueDigestEntry` reports the dedupe at line 153. The `else if deduped { continue }` is the last statement in the loop body, so it changes nothing.
**B — Severity:** Medium. Every tick that continues suppressing the same rule can invoke the model again, contrary to the cache claim in the preceding comment.
**C — Proposed fix:** Check for a live pending entry by stable rule/candidate fingerprint before phrasing, or persist/cache the phrased result with a TTL. Add a test asserting one phraser call across repeated suppressed ticks.
### PTT reads an unbounded body and neither server sets header or idle limits
**A — Location:** `handlePTT` performs an unlimited `io.ReadAll` at `cmd/mavweb/voiceproxy.go:125`. Mavweb and mavgpud construct servers without header or idle limits at `cmd/mavweb/main.go:242` and `cmd/mavgpud/main.go:148`. Separately, `handleWS` never calls `conn.SetReadLimit`, so the dependency default of 32,768 bytes applies at `vendor/github.com/coder/websocket/read.go:92`, about one second of 16kHz mono PCM.
**B — Severity:** Medium for the HTTP side. A client can force unbounded body allocation or hold a connection open indefinitely. Low for the WebSocket read limit, because `/ws` has no caller: the browser client posts PCM to `/api/ptt` at `cmd/mavweb/static/app.js:114`, and `/ws` is wired at `cmd/mavweb/main.go:235` but reached only from `handlers_test.go`. The 64MiB `maxFrame` at `cmd/mavweb/voiceproxy.go:27` is not an unapplied declaration. It caps the mavend voice wire at line 194 and line 212, which is the "either direction" its comment names.
**C — Proposed fix:** Use `http.MaxBytesReader` for PTT and return 413 on overflow. Configure `ReadHeaderTimeout`, `IdleTimeout` and header limits on both servers. Decide `/ws` separately: either give it an audio-duration read limit and a client, or delete it. See section 7.
## 9. Error propagation and user feedback
### Mavweb has no consistent, traceable error contract
**A — Location:** Some handlers expose raw internal errors, such as `cmd/mavweb/tools.go:57`, `cmd/mavweb/routines.go:58` and `cmd/mavweb/webauthn.go:122`. Others return generic errors without a request/incident identifier, such as `cmd/mavweb/facts.go:90`. No HTTP request-ID middleware was found.
**B — Severity:** Medium. Raw errors can disclose implementation details, while generic errors cannot be correlated with the correct log entry.
**C — Proposed fix:** Add a central `writeProblem`/error-page helper with a stable error code and generated request ID; log the full wrapped error server-side and return only a sanitized message plus the ID. Carry the ID into IPC/ecosystem correlation where possible.
## 10. Configuration drift and environment assumptions
### Committed absolute paths make builds and deployment host-specific
**A — Location:** `go.mod:31` replaces Hexis with `/home/kami/apps/hexis`. `start-maven.sh:11` hardcodes the Maven checkout and line 40 hardcodes the data directory. `deploy/mavgpud.json:12` and line 35 contain workstation-specific model/Python paths.
**B — Severity:** Medium. Vendoring masks the `go.mod` problem for ordinary builds, but `-mod=mod`, tidy and fresh non-Kami checkouts fail. Deployment files cannot be reused safely on another host.
**C — Proposed fix:** Pin a real Hexis module revision; keep local replacement in an uncommitted `go.work`. Derive script root from the script location and make data paths configurable. Split mavgpud into a committed template plus host-local override.
### Environment examples do not cover deployed variables
**A — Location:** Active config references `MAVEN_STT_TOKEN` at `deploy/mavend.json:101`, Compose references `MAVEN_AMBIENT_TOKEN` at `docker-compose.yml:109`, and the GPU service expects `CW2_TOKEN` at `deploy/mavgpud.service:15`. `deploy/telegram.env.example:5` documents only Telegram and ntfy. The loader deliberately converts missing variables to empty settings at `internal/config/config.go:333`.
**B — Severity:** Medium. A fresh deployment can lose remote STT or ambient authentication and run on fallback behavior despite apparently valid config. It is not silent: `internal/config/config.go:340` logs which variables were unset and states that whatever they configure is off. What is missing is a startup failure and an example file naming them.
**C — Proposed fix:** Maintain one canonical secret manifest/example covering every referenced variable, or service-specific examples with validation. Fail startup when an enabled integration lacks its required secret; permit empty variables only for explicitly disabled blocks.
No production/staging debug-mode or mock-gateway drift was found.
## 11. Declared invariants with no guard
`CLAUDE.md` names several rules as load-bearing. Two of them are enforced by
nothing, which the first pass missed because it audited generic categories only.
### `heads_path` may equal `model_path` and nothing objects
**A — Location:** `cmd/mavend/voicewire.go:168` reads `cfg.Voice.Embedder.HeadsPath` and loads it without comparing it to the model path. The rule is stated at `internal/config/voice.go:41`, which says the heads graph is a fine-tuned COPY, and again in `CLAUDE.md`.
**B — Severity:** Medium. Pointing both keys at the same file degrades recall, because the routing heads then score with the same graph the resident e5-small uses. There is no error and no log line, so the failure looks like ordinary recall drift.
**C — Proposed fix:** Reject the config at load when `heads_path` equals `model_path` after path cleaning. A daemon that cannot route well should refuse to start rather than answer worse.
### `baselineGrammars` mirrors `buildRouter` by hand
**A — Location:** `internal/router/eval/eval_test.go:263` restates the stage 0 rule set in the daemon's order, and its own comment says so. `claims_test.go:30`, `heads_test.go:76` and `eval_test.go:221` all score against it. Nothing compares the two lists.
**B — Severity:** Medium. A grammar added to `buildRouter` and not to the fixture means every routing measurement scores a set nobody runs, which is the failure mode `CLAUDE.md` warns about by name.
**C — Proposed fix:** Export the grammar set from one place and have both `buildRouter` and the fixture consume it, or add a test that diffs the two by grammar name and fails on drift.
`tokenizerRev` and `preRouteLadder` were checked and need nothing.
`internal/router/onnxembedder.go:91` bakes the rev into the embedder key, so a
bump changes the key and triggers re-embedding. `cmd/mavend/voice.go:278` passes
`preRouteLadder` to `decision.Expect`, so a missing rung is observable.
## Cross-cutting subsystem candidates
The recurring findings suggest five reusable patterns:
- A bounded, required-field-validating JSON client for STT, weather, ecosystem and model calls.
- Authenticated remote-service middleware providing token checks, body limits, concurrency limits and correlation IDs.
- Atomic state-transition helpers using conditional SQL and `RowsAffected`.
- A uniform HTTP problem/error envelope.
- A repository health gate combining `staticcheck`, `govulncheck`, `deadcode` and dependency audits.
## Validation
- `make fmt-check` and `make vet` passed. `make audit` passed too, but it is a git-grep inventory over loc, todo, stubs, docs, tests and gaps (`scripts/audit.sh`), not a static-analysis gate. Do not read it as one.
- `staticcheck`, `govulncheck`, `deadcode`, tracked-secret and history scans and npm audit were run out of tree. None of the three Go analyzers is installed on this box or wired into any make target, which is the argument for section 4's proposed gate.
- The advisory version numbers in section 4 could not be re-checked offline on 2026-08-11. `deps/go/go/VERSION` reads `go1.25.5`, built 2025-11-26, so the eight-month gap behind current supports the upgrade claim.
- The first whole-tree race run failed once in `cmd/mavend` while analyzers were compiling concurrently; a fresh isolated `go test -race -count=1 ./cmd/mavend` passed in 100.6 seconds, so the transient result was not counted as a defect.
- The pre-existing `deploy/mavwaked.service` modification and untracked `deploy/asoundrc` remained untouched.
+74
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@@ -0,0 +1,74 @@
# Language: what the model emits, and how Russian is matched
*Last verified: 2026-08-09 @ a9b480a*
Two contracts live here. What a model call is allowed to return, and which
mechanism is allowed to recognise a Russian word.
## The LLM output contract
All phrasing paths emit `{"response":"...","mood":"..."}`. They fall back to
plain text when the model skips the JSON.
**One parser, `parseResponseMood` in `internal/phraser/parse.go`.** Every path
reaches it: the six `LLMPhraser` methods, `PhraseWorld`, and
`Replier.PhraseReply`. `cmd/mavend/replier_llm.go` wraps the last of those,
holds the stub fallback, and parses nothing itself. Mood is a fixed enum.
The router prompt is a separate contract:
```text
[{"intent":<enum>, key?, value?, text?, verb?}, ...]
```
over 7 intents: `fact, reminder, note, query, act, chat, system`.
`llm/check_prompt_parity.py` in the training workspace enforces that the Go
prompt and the relabelling prompt stay identical. They diverged once, and the
relabelled set then taught a head the Go router never asks for.
## Russian patterns: three mechanisms, no fourth
Hand-written Russian stem patterns were swept out on 2026-08-04 by the owner's
call. A regex whose output is a fact or a route is the defect. A regex over
structured input, such as HTML, MIME, JSON, a URL or an argv list, is not.
Before writing a Russian word list, pick one of these.
### `internal/lexicon`, for closed classes
`lexicon_ru_v1.json` holds interrogatives, capture verbs, reminder verbs,
cardinals, day offsets, parts of day, weekdays, months and spoken hours.
Editing a word is a data change and there is exactly one copy. Months used to
live in three files and drifted between them.
Cardinals carry the oblique forms, because a spoken time declines. `в семь` and
`к семи` are one hour.
### `internal/morph`, for grammar
From the vendored golem Russian dictionary. `IsVerbForm` and `SameWord`.
Lemma matching is BROADER than stem-plus-one-ending. A verb slot that means the
imperative must be matched exactly. `говори` and `говорил` share a
lemma and only one of them is a command
(`cmd/mavend/quiet_toggle.go`).
### `cmd/mavend/topics.go` and the embedder, for open sets
Use these when the question is what a turn is ABOUT. Frozen seeds per subject
plus a real `other` class, scored against the turn's own query vector.
Same shape as the personal boundary in `personalboundary.go`, with one
difference. A topic must clear the runner-up by `topicMargin`, because a false
claim here spends a network scan rather than one honest "не знаю". The old
keyword tests stay as the offline floor.
### The ecosystem trio
Use it when the answer is not in the utterance at all. Identity is Nexus's,
never a local pattern.
## Seeds are scoring data
Editing one moves a recogniser. Re-measure against the `TestONNX*` tests rather
than eyeballing the change.
+13
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@@ -105,6 +105,19 @@ how we find out whether the blind spot is real.
untouched. The model, the context size, the layer count and the MTP flags are the
owner's business and not this daemon's schema.
**The port carries a bearer token and cannot be loopback** (V-673). homesrv is
the client, so this hop is on the LAN. Until 2026-08-11 anything on the network
could spend the card, hold the model resident by touching the idle clock, and
read `/slots`, which returns other callers' prompts. mavgpud now reads
`token_file` and refuses to start when the listen address is reachable from the
network without one. Downgrading to loopback instead would look safe and take
the model arm down. Maven sends the same token from `workstation.token`, on the
completion and on the `/health` probe alike. An unsigned probe answers 401,
which Pair reads as a busy card, so a missing token degrades to the resident
model rather than breaking a turn. The proxy also
allowlists the five paths Maven calls, so a leaked token buys the model API and
not llama-server's admin surface.
**Every GPU service on that box belongs under this supervisor**, added to
`cmd/mavgpud` rather than to systemd beside it. The rule was learned on
2026-08-09. The CW2 transcriber ran as its own user unit and registered on the
+5
View File
@@ -353,6 +353,11 @@ stage 0 grammar may drop it (owner's call, V-666, 2026-08-09).
one of those could stop implying the others. `definitionQueryPattern` claims "кто
такой X", so the 2026-08-07 case is still anchored and still answered.
`queryWalk` reads `SourceAnchored` for the query source marked `boundary: true`
and no other. Every other guesser still comes off the turn, whoever named the
destination. `TestOnlyAGrammarMayDropTheBoundary` and
`TestNamingRecallKeepsTheBoundary` pin both directions.
### The destination fixture
`want_source` on `eval.Case` is a pointer, because the destination has three
+117
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@@ -0,0 +1,117 @@
# Session workflow: the five stores and the guards
*Last verified: 2026-08-11 @ 557f5a3*
How a session starts, where each kind of writing belongs, and what the hooks
refuse. `CLAUDE.md` carries the commands. This file carries the reasoning.
## Five stores
Each owns something the others must not hold.
| Store | Holds | Lifetime |
|---|---|---|
| Vikunja task | goal, constraints, assumption ledger, status | durable |
| `CLAUDE.md`, `AGENTS.md` | what an agent must know before touching code | durable |
| `docs/` | design, measurements, decisions | durable |
| `TASK.md` | the brief for this branch, written by `task start`, immutable | one branch |
| `HANDOFF.md` | only what the next agent needs to resume | one session |
`TASK.md` and `.task/` are excluded through `.git/info/exclude`. `HANDOFF.md` is
gitignored and injected at session start. If a line in the handoff would still
matter next week, it is in the wrong file.
## Doc tiers
Tiered by path, so staleness is visible from the filename.
- Files directly under `docs/` are living. They carry a
`Last verified: <date> @ <sha>` line and are corrected in place.
- Files under `docs/evals/` are dated measurements and are never edited after
the day. A newer number is a new file, not an edit.
- Files under `docs/archive/` are dead and read by nobody by default.
## Vikunja
This repo is project **Maven** (ID 2). MCP at `http://localhost:9100/mcp`, or
`http://192.168.1.104:9100/mcp` from workpc. Feature, bug and deploy tasks go
there.
A task holds the goal, the constraints and the assumption ledger. A session
without a task id cannot be resumed by anyone, so a session with none asks for
one first.
**Close a finished task with `done: true` and nothing else** (owner's call,
2026-08-07). Do not write a completion summary into the description on the way
out. It is lost anyway, and the durable record is the commit messages and the
merged PR. `update_task` carrying a `description` resets `done` to false, which
is why a write-up ever took two calls.
## The branch tool
`~/.local/bin/task` owns the branch, the commit identity and the PR. One task,
one session, one PR.
```sh
task start <vikunja-id> # branch off origin/master, write TASK.md, fetch review comments
task pr # push, open or refresh the PR, label Vikunja, notify
task comments # re-pull this branch's review comments into .task/
```
`/pickup` opens a session and `/wrap` closes it. Wrap at roughly half context
rather than letting the session compact.
## Guards
Two hooks in `.githooks/`, tracked, wired with `core.hooksPath`. A fresh clone
needs `git config core.hooksPath .githooks`.
- `pre-commit` refuses master, and refuses more than 300 changed lines in
non-markdown files. Markdown is exempt and may land as one batch.
- `commit-msg` requires the subject to end with `(V-<id>)`. `V-` and not `#`,
because Gitea autolinks `#123` to a Gitea issue, which is the wrong tracker.
Two more guards live outside the repo, in `~/.claude/hooks/`. `diff-budget.sh`
blocks further edits past 600 changed lines on a `task/` branch.
`prose_lint_hook.py` checks prose on every write. Both measure against
`origin/master`, so a local master that is ahead of the remote makes the diff
budget read high.
`--no-verify` exists. Using it means saying why in the commit body.
## Static gates
Three analyzers, one target each, and `make analyze` for all three. The
2026-08-10 audit asked for them because none was installed on the box and
`make audit` is a git-grep inventory, not analysis. Do not read `make audit` as
a gate.
- `make vuln`, govulncheck over `./...` (V-682).
- `make lint`, staticcheck over `./...` (V-694).
- `make deadcode`, deadcode with `-test` over `./...` (V-694).
None of the three joins `make test`. All three install over the network, and
`test` has to pass on a box with no route out. `vuln` reads the advisory
database at run time as well. Run `make analyze` before a dependency or
toolchain bump lands, and before calling a symbol unreachable.
Each tool is pinned in the Makefile beside `GO_VERSION`. A gate that moves on
its own is not a gate. Each installs into `deps/bin`, because a tool is not a
dependency of the module.
**staticcheck and deadcode pass against a baseline, not against zero.** The
accepted findings live in `scripts/analyzers/*.baseline`, one line each. A key
holds file, check id and message, never a line number. A line number goes stale
on the next edit above it. The output then reports moved findings as new ones,
and the reader learns to skip it.
`scripts/analyzer-gate.sh` gives the verdict. A finding absent from the baseline
fails. So does a baseline entry whose finding is gone, which is what stops the
accepted set from outliving the repo. Deleting the entry is part of each fix.
`deadcode` runs with `-test` because a test is a caller. Without the flag the
report is 172 lines, most of `internal/router/eval`, none of it a mistake.
A baseline entry carries the reason it stays. Three reasons appear. Another task
owns the finding. The check cannot see through a false positive. A cosmetic
finding waits for a sweep.
+71
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@@ -0,0 +1,71 @@
# The world chain
*Last verified: 2026-08-09 @ a9b480a*
What happens when the answer is not his. `CLAUDE.md` carries the boundary rule.
This file carries the mechanism and the measurements behind it.
## What replaced "never phones home"
That promise was deprecated on 2026-07-31 by the owner's call. A 1.7B does not
know enough to answer world questions, so she reads external sources. Four rules
replaced it:
- **No telemetry, no cloud model, no third-party account.** That part never
changes. Nothing about Maven is reported to anyone and inference stays on the
box.
- **The owner's data first, then the world.** Every source reading his facts,
notes, calendar, tasks or house runs before anything outside. The personal
boundary sits between them. Reading beats recalling for a small model.
- **The owner's notes and facts are never search input.** Only the utterance
goes out. Never the persona block, the history, or matched notes.
- **External search is allowed and off unless configured**, like weather and
telegram. The code default is off. `deploy/mavend.json` ships a `search`
block, so it is on for this box and deleting the block turns it off again.
**Live search leads and the ZIMs are the fallback** (owner's call, 2026-08-02).
A self-hosted SearXNG answers first. The Kiwix ZIMs on homesrv answer when the
search is empty, unreachable, or the line is down.
## The gate is emptiness and nothing else
`Response.Empty()` is the whole gate. There is no quality threshold in front of
it. Four signals were tried and none separates a real question from an invented
one.
Token overlap was the closest and it still fails. "столица Франции" would lose
its answer, because the answer is Париж and that word is not in the question
(`docs/evals/2026-08-05-search-quality-signals.md`).
**The embedder is not a fifth signal.** Query-to-passage cosine measures topic
and not whether the passage answers. The two sets overlap
(`docs/evals/2026-08-09-kiwix-topic-retrieval.md`).
## Timeouts
The connect phase alone is capped at `dialTimeout`, 1.5s, because a blackholed
host once cost the owner 8 seconds. A slow instance that did connect keeps the
full 8 (`docs/evals/2026-08-05-kiwix-offline-fallback.md`).
## Kiwix
**A Russian question reads `wikipedia_ru_all_maxi_2026-02` verbatim** through
`kiwix.book_ru`. The RU→EN rewriter is the workaround for an English book and is
skipped there. Kiwix catalog names come from the filename, not the `<name>`
field.
**Kiwix ranks by keyword overlap.** Never send it a whole sentence. `kiwix.Topic`
drops the narrative request, the interrogative and a verb behind one.
`kiwix.TitlePath` tries the exact article first, since a ZIM is addressable by
title and a wrong title is a 404. `TitleCandidates` tries the spoken form and
then the capitalized one. Both apply on the verbatim path alone. The rewriter
already reduces a question, and reducing twice takes the topic off its input
(V-668).
## Which source answered
**The claiming query source is readable on `/chat`** as a badge beside the
reply. It is carried on `ipc.ChatReply.Source` and noted by `noteQuerySource` in
`cmd/mavend/querysource.go`. It rides the context, so `handleText` keeps the one
string signature the mic, telegram and the web share.
+2 -2
View File
@@ -1,6 +1,6 @@
module github.com/kami/maven
go 1.25.5
go 1.25.12
require (
github.com/coder/websocket v1.8.12
@@ -22,7 +22,7 @@ require (
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/ncruces/go-strftime v1.0.0 // indirect
github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
golang.org/x/text v0.14.0
golang.org/x/text v0.40.0
modernc.org/libc v1.74.1 // indirect
modernc.org/mathutil v1.7.1 // indirect
modernc.org/memory v1.11.0 // indirect
+4 -4
View File
@@ -25,13 +25,13 @@ github.com/yalue/onnxruntime_go v1.31.0 h1:1ln4YW1SFOFfGJZXe3jNOb2JUSt+l2pEneZfV
github.com/yalue/onnxruntime_go v1.31.0/go.mod h1:b4X26A8pekNb1ACJ58wAXgNKeUCGEAQ9dmACut9Sm/4=
golang.org/x/mod v0.37.0 h1:vF1DjpVEshcIqoEaauuHebaLk1O1forxjxBaVn884JQ=
golang.org/x/mod v0.37.0/go.mod h1:m8S8VeM9r4dzDwjrKO0a1sZP3YjeMamRRlD+fmR2Q/0=
golang.org/x/sync v0.21.0 h1:HLII4xRRTtCRkxYp4HNFF0Js/Og6q2i++KXbg0gHCwM=
golang.org/x/sync v0.21.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
golang.org/x/sync v0.22.0 h1:SZjpbeLmrCk4xhRSZFNZW5gFUeCeFgjekvI/+gfScek=
golang.org/x/sync v0.22.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.46.0 h1:noSf2Fq6F8DBgS+LysIkx7rIExoNHJsxOAtPp4rthXw=
golang.org/x/sys v0.46.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ=
golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.40.0 h1:Ub2Z6/xjgF1WrYQz2nuITOEegKFtiIy+rieRJ5lHZKs=
golang.org/x/text v0.40.0/go.mod h1:hpnzDAfGV753zIKo+wk3u1bVKCGPbrnF7+7LBF/UHVY=
golang.org/x/tools v0.47.0 h1:7Kn5x/d1svx/PzryTsqeoZN4TZwqeH5pGWjefhLi/1Q=
golang.org/x/tools v0.47.0/go.mod h1:dFHnyTvFWY212G+h7ZY4Vsp/K3U4/7W9TyVaAul8uCA=
modernc.org/cc/v4 v4.29.0 h1:CXgwL8cvxmyzBQZzbSl/6xFtMCryb6u8IOqDci39cgc=
+7
View File
@@ -27,6 +27,13 @@ type WorkstationConfig struct {
// signal, so it must be the supervisor's endpoint and not llama-server's.
Health string `json:"health,omitempty"`
// Token — the bearer credential mavgpud requires, expanded from the
// environment like every other secret here. It is what stops anything on
// the LAN spending the card, so a URL that is not loopback needs one.
// Wrong or missing reads as a workstation that is down, and Maven falls
// back to the resident model.
Token string `json:"token,omitempty"`
// Probe — how often admission is re-checked. 0 ⇒ DefaultWorkstationProbe.
// Nothing on the hot path waits for it: the answer is cached and read
// atomically, so this only sets how late Maven notices the card came back.
+26
View File
@@ -51,6 +51,10 @@ type Client struct {
base string
swap SwapGate
http *http.Client
// token — the bearer credential for a server that asks for one. Empty for
// the resident model, which is reached over loopback on the same box.
// mavgpud on the workstation requires it: that hop is on the LAN.
token string
// gate / background — priority on the single llama-server slot. Set once
// at wiring time (SetGate), read on every request. nil gate ⇒ no gating,
@@ -101,6 +105,27 @@ func New(baseURL string, timeout time.Duration) *Client {
return &Client{base: baseURL, http: &http.Client{Timeout: timeout}}
}
// SetToken installs the bearer credential this client sends. Wiring-time, like
// SetGate: an empty token means the server is not asking for one.
func (c *Client) SetToken(t string) {
c.mu.Lock()
c.token = t
c.mu.Unlock()
}
// authorize adds the credential when there is one. Exported to the package so
// the Pair prober signs /health with the same token as the completion — a
// probe that answers 401 would otherwise read as a workstation that is down,
// and Maven would fall back forever without saying why.
func (c *Client) authorize(req *http.Request) {
c.mu.RLock()
t := c.token
c.mu.RUnlock()
if t != "" {
req.Header.Set("Authorization", "Bearer "+t)
}
}
// SetBaseURL re-points the client at another llama-server. Safe to call while
// requests are in flight: a request that already read the old base finishes
// against the old base (or fails, and every caller of Complete has a fallback),
@@ -196,6 +221,7 @@ func (c *Client) Complete(ctx context.Context, r Req) (string, error) {
return "", err
}
req.Header.Set("Content-Type", "application/json")
c.authorize(req)
httpResp, err := c.http.Do(req)
if err != nil {
return "", err
+3
View File
@@ -132,6 +132,9 @@ func (p *Pair) probe(ctx context.Context) {
p.set(false)
return
}
if p.remote != nil {
p.remote.authorize(req)
}
resp, err := p.http.Do(req)
if err != nil {
p.set(false)
+32
View File
@@ -250,3 +250,35 @@ func TestNoFloorIsAnError(t *testing.T) {
t.Fatalf("err = %v, want ErrNoFloor", err)
}
}
// The workstation is behind mavgpud, which requires a bearer token on the
// completion and on /health alike. A probe that did not carry it would answer
// 401, Pair would read that as a card that is busy, and every turn would fall
// back to the resident model with nothing in the log naming why.
func TestPairSignsTheProbeAndTheCompletion(t *testing.T) {
seen := make(chan string, 2)
srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
seen <- r.Header.Get("Authorization")
if r.URL.Path == "/health" {
return
}
_, _ = w.Write([]byte(`{"choices":[{"message":{"content":"ok"}}]}`))
}))
defer srv.Close()
remote := New(srv.URL, time.Second)
remote.SetToken("s3cret")
p := NewPair(remote, New(srv.URL, time.Second), srv.URL+"/health", time.Hour)
p.probe(context.Background())
if !p.Available() {
t.Fatal("the probe did not admit an answering workstation")
}
if _, err := p.Complete(context.Background(), Req{User: "привет"}); err != nil {
t.Fatalf("complete: %v", err)
}
for i := 0; i < 2; i++ {
if got := <-seen; got != "Bearer s3cret" {
t.Errorf("request %d carried %q, want the bearer token", i, got)
}
}
}
+118 -65
View File
@@ -9,15 +9,18 @@
//
// The wire is symmetric: a Request from the client is answered by a
// Response with a matching ID, OR a server-initiated Push frame (no ID)
// may arrive interleaved. SendRequest loops reading frames, drops Push
// frames to the harness if a receiver is running (or silently if not),
// and returns the first Response with the matching ID.
// may arrive interleaved. One reader goroutine per connection owns the
// socket. It hands each Response to whichever SendRequest is waiting on
// that ID and each Push to the handler, so a client may send and listen
// at the same time on one conn. mavwaked needs exactly that: it speaks
// utterances and it must hear nudges, and the server routes a nudge to
// the session that spoke most recently, so a second listening conn would
// never be picked (V-671).
package voice
import (
"context"
"encoding/json"
"errors"
"fmt"
"io"
"net"
@@ -41,13 +44,22 @@ type PushHandler interface {
// Client — one connection to the voice.Server.
type Client struct {
addr string
mu sync.Mutex
c net.Conn
nextID atomic.Uint64
// pushCh fan-out: a reader goroutine (started by RunPushReceiver)
// writes Push frames here; SendRequest also drains it when no reader
// is running (drops the frame in that case).
mu sync.Mutex
c net.Conn
// pending holds one channel per in-flight request, keyed by frame id.
// The reader goroutine delivers the Response here and deletes the entry.
pending map[uint64]chan *Response
// dead is closed by the reader goroutine when this conn ends, so a
// waiting SendRequest fails at once instead of at its own deadline.
dead chan struct{}
// wmu serialises writes. Frames must not interleave on the wire.
wmu sync.Mutex
// pushH is set by RunPushReceiver and survives a reconnect, because the
// client that wants pushes wants them on whatever conn it ends up with.
pushMu sync.Mutex
pushH PushHandler
}
@@ -55,6 +67,15 @@ type Client struct {
// Dial returns a Client that will connect to addr on first use.
func Dial(addr string) *Client { return &Client{addr: addr} }
// Connect opens the conn now rather than on the first request. mavwaked calls
// it at startup: the server registers a session on accept, and a client that
// has never connected cannot be sent a nudge.
func (c *Client) Connect(ctx context.Context) error {
c.mu.Lock()
defer c.mu.Unlock()
return c.ensureConnLocked(ctx)
}
// Close releases the conn. Idempotent.
func (c *Client) Close() error {
c.mu.Lock()
@@ -75,12 +96,14 @@ func (c *Client) PushToTalk(ctx context.Context, a audio.Audio, lang string) (Pu
return out, err
}
// requestTimeout bounds a round-trip with no deadline on its context. It is
// generous because the far end runs speech-to-text, a router and a voice.
const requestTimeout = 120 * time.Second
// SendRequest sends one Request frame and waits for the matching Response.
// Push frames received while waiting are dropped on the floor UNLESS a
// PushHandler has been wired via RunPushReceiver, in which case the handler
// is invoked inline (still synchronous with the SendRequest caller's
// read). For sanity, the reference client runs either one-shot (no
// receiver) or interactive (RunPushReceiver, no concurrent SendRequest).
// Push frames arriving meanwhile go to the handler on the reader goroutine,
// so listening and sending on one Client is supported rather than merely
// tolerated.
func (c *Client) SendRequest(ctx context.Context, m Method, params any, out any) error {
body, err := marshalParams(params)
if err != nil {
@@ -94,58 +117,69 @@ func (c *Client) SendRequest(ctx context.Context, m Method, params any, out any)
c.mu.Unlock()
return err
}
conn := c.c
conn, dead := c.c, c.dead
ch := make(chan *Response, 1)
c.pending[id] = ch
c.mu.Unlock()
if dl, ok := ctx.Deadline(); ok {
_ = conn.SetDeadline(dl)
} else {
_ = conn.SetDeadline(time.Now().Add(120 * time.Second))
}
defer conn.SetDeadline(time.Time{})
if err := writeFrame(conn, &req); err != nil {
c.teardown()
c.wmu.Lock()
err = writeFrame(conn, &req)
c.wmu.Unlock()
if err != nil {
c.forget(id)
c.teardownConn(conn)
return err
}
for {
resp, push, err := readOneFrame(conn)
if err != nil {
c.teardown()
return err
}
if push != nil {
c.deliverPush(*push)
continue
}
if resp.ID != id {
continue // not ours; ignore (singleplex ⇒ shouldn't happen)
}
if resp.Error != nil {
return hydrate(resp.Error)
}
if out != nil {
if err := json.Unmarshal(resp.Result, out); err != nil {
return fmt.Errorf("voice: unmarshal result: %w", err)
}
}
return nil
timer := time.NewTimer(requestTimeout)
defer timer.Stop()
var resp *Response
select {
case resp = <-ch:
case <-dead:
c.forget(id)
return fmt.Errorf("voice: connection closed before reply")
case <-ctx.Done():
c.forget(id)
return ctx.Err()
case <-timer.C:
c.forget(id)
c.teardownConn(conn)
return fmt.Errorf("voice: no reply within %s", requestTimeout)
}
if resp.Error != nil {
return hydrate(resp.Error)
}
if out != nil {
if err := json.Unmarshal(resp.Result, out); err != nil {
return fmt.Errorf("voice: unmarshal result: %w", err)
}
}
return nil
}
// RunPushReceiver spawns a reader goroutine that delivers Push frames to h
// until the conn closes or Close is called. Today's reference client uses
// this in -listen mode (proactive voice playback). SendRequest and
// RunPushReceiver SHOULD NOT be used concurrently on the same Client — the
// wire is singleplex at the reference client's scale; production picks one
// mode per conn. Returns when the goroutine ends (ctx cancel or conn close).
// forget drops an abandoned request so a late Response is discarded rather
// than delivered to nobody.
func (c *Client) forget(id uint64) {
c.mu.Lock()
delete(c.pending, id)
c.mu.Unlock()
}
// RunPushReceiver wires h and blocks until the conn ends or ctx is
// cancelled. Frames are read by the per-conn reader goroutine, so a client
// may call SendRequest on the same Client while this is running. Returns nil
// when the conn ended, so a caller that wants to stay reachable reconnects
// and calls it again.
func (c *Client) RunPushReceiver(ctx context.Context, h PushHandler) error {
c.mu.Lock()
if err := c.ensureConnLocked(ctx); err != nil {
c.mu.Unlock()
return err
}
conn := c.c
dead := c.dead
c.mu.Unlock()
c.pushMu.Lock()
@@ -158,21 +192,34 @@ func (c *Client) RunPushReceiver(ctx context.Context, h PushHandler) error {
c.pushMu.Unlock()
}()
select {
case <-ctx.Done():
return ctx.Err()
case <-dead:
return nil
}
}
// readLoop owns conn for its whole life. It ends on any read error, which is
// how a closed conn, a killed server and a cancelled dial all arrive here.
func (c *Client) readLoop(conn net.Conn, dead chan struct{}) {
defer close(dead)
for {
select {
case <-ctx.Done():
return ctx.Err()
default:
}
_, push, err := readOneFrame(conn)
resp, push, err := readOneFrame(conn)
if err != nil {
if errors.Is(err, io.EOF) || errors.Is(err, net.ErrClosed) {
return nil
}
return err
c.teardownConn(conn)
return
}
if push != nil {
c.deliverPush(*push)
continue
}
c.mu.Lock()
ch := c.pending[resp.ID]
delete(c.pending, resp.ID)
c.mu.Unlock()
if ch != nil {
ch <- resp
}
}
}
@@ -196,13 +243,19 @@ func (c *Client) ensureConnLocked(ctx context.Context) error {
return fmt.Errorf("voice: dial %s: %w", c.addr, err)
}
c.c = conn
c.pending = make(map[uint64]chan *Response)
c.dead = make(chan struct{})
go c.readLoop(conn, c.dead)
return nil
}
func (c *Client) teardown() {
// teardownConn closes conn and forgets it, but only if it is still the live
// one. A reconnect may already have replaced it, and closing the new conn
// because the old one died takes the client down on every hiccup.
func (c *Client) teardownConn(conn net.Conn) {
c.mu.Lock()
defer c.mu.Unlock()
if c.c != nil {
if c.c != nil && c.c == conn {
_ = c.c.Close()
c.c = nil
}
+110
View File
@@ -221,3 +221,113 @@ func TestClientListenModeReceivesPush(t *testing.T) {
type pushHandlerFunc func(Push)
func (f pushHandlerFunc) OnPush(p Push) { f(p) }
// The whole point of the per-conn reader (V-671): mavwaked speaks utterances
// and must hear nudges, and the server routes a nudge to the session that
// spoke most recently. A second listening conn would never be picked, so both
// directions have to share one conn.
func TestClientSendsAndListensOnOneConn(t *testing.T) {
l := newTestListener(t)
sess := NewSessions()
h := &stubHandler{}
srv := NewServer(l.Addr().String(), h, sess)
if err := srv.Listen(); err != nil {
t.Fatalf("listen: %v", err)
}
defer func() {
_ = srv.Close()
waitPort()
}()
go func() { _ = srv.Serve() }()
c := Dial(l.Addr().String())
defer c.Close()
got := make(chan audio.Audio, 4)
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
go func() {
_ = c.RunPushReceiver(ctx, pushHandlerFunc(func(p Push) {
var ap AudioNudgePush
if err := json.Unmarshal(p.Params, &ap); err == nil {
got <- ap.Audio
}
}))
}()
for i := 0; i < 100 && sess.Active() < 1; i++ {
time.Sleep(10 * time.Millisecond)
}
if sess.Active() != 1 {
t.Fatalf("active sessions = %d, want exactly 1", sess.Active())
}
// A round-trip while the receiver is running. Before the reader owned the
// conn, this and the receiver raced for every frame.
resp, err := c.PushToTalk(context.Background(), audio.Audio{Format: audio.PCM16kMono, Bytes: []byte("hello")}, "ru")
if err != nil {
t.Fatalf("PushToTalk with a receiver running: %v", err)
}
if resp.ReplyText != "got it" {
t.Fatalf("ReplyText = %q, want %q", resp.ReplyText, "got it")
}
// And the nudge still arrives, on the session that just spoke.
err = sess.PushToMostRecent(context.Background(), AudioNudgePush{
RuleName: "after-speaking",
Audio: audio.Audio{Format: audio.PCM16kMono, Bytes: []byte("proactive")},
})
if err != nil {
t.Fatalf("PushToMostRecent: %v", err)
}
select {
case a := <-got:
if string(a.Bytes) != "proactive" {
t.Fatalf("received %q, want the nudge audio", string(a.Bytes))
}
case <-time.After(2 * time.Second):
t.Fatal("nudge never reached the handler after the client had spoken")
}
}
// A request abandoned by its context must not leave its slot behind, or a
// long-running client leaks one channel per timeout.
func TestClientForgetsAbandonedRequests(t *testing.T) {
l := newTestListener(t)
sess := NewSessions()
srv := NewServer(l.Addr().String(), &blockingHandler{}, sess)
if err := srv.Listen(); err != nil {
t.Fatalf("listen: %v", err)
}
defer func() {
_ = srv.Close()
waitPort()
}()
go func() { _ = srv.Serve() }()
c := Dial(l.Addr().String())
defer c.Close()
ctx, cancel := context.WithTimeout(context.Background(), 100*time.Millisecond)
defer cancel()
_, err := c.PushToTalk(ctx, audio.Audio{Format: audio.PCM16kMono, Bytes: []byte("x")}, "ru")
if err == nil {
t.Fatal("expected the round-trip to fail on its context")
}
c.mu.Lock()
n := len(c.pending)
c.mu.Unlock()
if n != 0 {
t.Fatalf("pending = %d after an abandoned request, want 0", n)
}
}
// blockingHandler never answers, so the client's context is what ends the
// round-trip.
type blockingHandler struct{}
func (blockingHandler) HandlePushToTalk(ctx context.Context, _ PushToTalkReq, _ uint64) (PushToTalkResp, error) {
<-ctx.Done()
return PushToTalkResp{}, ctx.Err()
}
+97
View File
@@ -0,0 +1,97 @@
#!/usr/bin/env bash
# analyzer-gate.sh — turn an analyzer's output into a pass/fail verdict.
#
# The 2026-08-10 audit asked for staticcheck, govulncheck and deadcode
# (V-694). govulncheck needed no gate of this shape because it already
# reported zero after the toolchain bump. The other two do not: staticcheck
# reports 20 findings today and deadcode reports 11 unreachable symbols, and
# three of those eleven are deliberate. A target that fails on the first run
# is not a gate, it is a target nobody runs. So the accepted set is written
# down, and only what is NOT in it fails.
#
# staticcheck ./... | scripts/analyzer-gate.sh staticcheck
# deadcode -test ./... | scripts/analyzer-gate.sh deadcode
#
# The baseline is keyed on file, check id and message, never on line number.
# A key carrying a line number goes stale on the next edit above it and then
# reports moved findings as new ones, which trains the reader to ignore it.
# The cost of dropping the line is that two identical findings in one file
# share one key, so the second is accepted with the first. That is the right
# way round: the same check firing twice on the same file is one thing to fix.
#
# A baseline entry with no finding left also fails. Fixing something and
# leaving its entry behind is how the accepted set stops describing the repo.
# The fix is one line: delete the entry the failure names.
#
# Reads stdin, writes a report, never writes a file.
set -uo pipefail
cd "$(dirname "$0")/.." || exit 1
tool="${1:?usage: analyzer-gate.sh <staticcheck|deadcode>}"
baseline="scripts/analyzers/$tool.baseline"
[ -f "$baseline" ] || { printf 'analyzer-gate: no baseline at %s\n' "$baseline" >&2; exit 2; }
# Normalise to "<file>\t<id>\t<message>". Anything that does not parse is an
# analyzer error, not a finding, and it fails without consulting the baseline.
# staticcheck: path.go:12:34: message (SA1234)
# deadcode: path.go:12:34: unreachable func: Symbol
found=$(mktemp) || exit 2
malformed=$(mktemp) || exit 2
trap 'rm -f "$found" "$malformed"' EXIT
while IFS= read -r line; do
[ -n "$line" ] || continue
case "$tool" in
staticcheck)
if [[ "$line" =~ ^([^:]+):[0-9]+:[0-9]+:\ (.*)\ \(([A-Z]+[0-9]+)\)$ ]]; then
# SA1019 ends its message with a space. Trim, so no baseline entry
# depends on trailing whitespace surviving an editor.
msg="${BASH_REMATCH[2]}"
printf '%s\t%s\t%s\n' "${BASH_REMATCH[1]}" "${BASH_REMATCH[3]}" "${msg%"${msg##*[![:space:]]}"}" >>"$found"
else
printf '%s\n' "$line" >>"$malformed"
fi
;;
deadcode)
if [[ "$line" =~ ^([^:]+):[0-9]+:[0-9]+:\ unreachable\ func:\ (.*)$ ]]; then
printf '%s\tunreachable\t%s\n' "${BASH_REMATCH[1]}" "${BASH_REMATCH[2]}" >>"$found"
else
printf '%s\n' "$line" >>"$malformed"
fi
;;
*) printf 'analyzer-gate: unknown tool %s\n' "$tool" >&2; exit 2 ;;
esac
done
if [ -s "$malformed" ]; then
printf '%s: the analyzer said something that is not a finding:\n' "$tool" >&2
sed 's/^/ /' "$malformed" >&2
exit 1
fi
accepted=$(mktemp) || exit 2
trap 'rm -f "$found" "$malformed" "$accepted"' EXIT
grep -v '^[[:space:]]*\(#\|$\)' "$baseline" | sort -u >"$accepted"
sort -u "$found" -o "$found"
new=$(comm -23 "$found" "$accepted")
gone=$(comm -13 "$found" "$accepted")
status=0
if [ -n "$new" ]; then
printf '%s: %d finding(s) not in %s:\n' "$tool" "$(printf '%s\n' "$new" | wc -l)" "$baseline"
printf '%s\n' "$new" | sed 's/^/ /'
printf 'Fix it, or add the line to the baseline with the reason it stays.\n'
status=1
fi
if [ -n "$gone" ]; then
printf '%s: %d baseline entry/entries no longer found:\n' "$tool" "$(printf '%s\n' "$gone" | wc -l)"
printf '%s\n' "$gone" | sed 's/^/ /'
printf 'Delete them from %s.\n' "$baseline"
status=1
fi
[ "$status" -eq 0 ] && printf '%s: clean against %d accepted finding(s)\n' "$tool" "$(wc -l <"$accepted")"
exit "$status"
+32
View File
@@ -0,0 +1,32 @@
# deadcode — the unreachable symbols this repo accepts today.
#
# Keyed "<file>\t unreachable \t<symbol>", tab separated, no line numbers.
# Generated from the first gated run on 2026-08-11 and edited by hand since.
# `make deadcode` fails on anything absent here and on any entry left behind
# after its symbol is deleted.
#
# The gate runs with -test, so a test file counts as a root. Without it the
# whole of internal/router/eval is unreachable and the report is 172 lines of
# fixtures nobody wrote by mistake.
#
# Eleven of these are V-686, from the 2026-08-10 audit. Three of the eleven
# must stay and the audit says why: HisGender is a documented seam tied to
# V-399, AudioDuration should call internal/audio rather than be deleted, and
# CountWord is a safe delete. Read docs/caveats/layering.md#deadcode before
# removing any of them.
cmd/mavwaked/vad.go unreachable AudioDuration
cmd/mavwaked/vad.go unreachable PCMToF32
internal/crawl/watch.go unreachable Watcher.Watches
internal/phraser/confirm.go unreachable IsC
internal/phraser/eval/checks.go unreachable HisGender
internal/phraser/plural.go unreachable CountWord
internal/update/update.go unreachable WithClock
internal/voice/errors.go unreachable jsonMarshal
internal/voice/errors.go unreachable jsonUnmarshal
internal/webauthn/cbor.go unreachable cborValue.At
internal/worker/server.go unreachable Server.SetSynthesizer
# Two test helpers the audit did not count, because it listed production
# symbols only. A helper no test calls is dead the same way.
cmd/mavend/replier_llm_test.go unreachable assertStub
cmd/mavwaked/vad_test.go unreachable frameRMSQuick
+46
View File
@@ -0,0 +1,46 @@
# staticcheck — the findings this repo accepts today.
#
# Keyed "<file>\t<check>\t<message>", tab separated, no line numbers.
# Generated from the first gated run on 2026-08-11 and edited by hand since.
# `make lint` fails on anything absent here and on any entry left behind after
# its finding is fixed, so emptying this file is done one line at a time.
#
# The sweep that empties it is V-701, which carries the judgement on each
# entry. What follows is the short reason only.
# V-687. The dedupe check runs after the phraser has already been paid.
cmd/mavend/tick_digest.go SA4006 this value of deduped is never used
# V-686, the eleven unreachable symbols the 2026-08-10 audit listed, seen from
# the other side. Three of them must stay: docs/caveats/layering.md#deadcode.
cmd/mavend/replier_llm_test.go U1000 func assertStub is unused
cmd/mavwaked/vad_test.go U1000 func frameRMSQuick is unused
cmd/mavweb/handlers_test.go U1000 field signalErr is unused
internal/voice/errors.go U1000 func jsonMarshal is unused
internal/voice/errors.go U1000 func jsonUnmarshal is unused
# False positives, checked. The code is right and the check cannot see why.
# RenderICal is called twice because rendering twice is the assertion. The
# morning loop reads the first rune after the hedge and breaks on purpose. The
# task_phrases line is prose about //go:embed and the real directive is below it.
internal/calendar/ical_render_test.go SA4000 identical expressions on the left and right side of the '!=' operator
internal/morning/plan_test.go SA4004 the surrounding loop is unconditionally terminated
internal/router/task_phrases.go SA9009 ineffectual compiler directive due to extraneous space: "// go:embed, so the single-binary deploy is unchanged: the JSON is compiled into"
# At EOF the wake loop trims partial and returns, so audio past one frame is
# dropped. Harmless where it sits, misleading to read. V-701.
cmd/mavwaked/main.go SA4006 this value of partial is never used
# Cosmetic and mechanical. V-701 sweeps them.
cmd/mavweb/voiceproxy.go ST1013 should use constant http.StatusMethodNotAllowed instead of numeric literal 405
cmd/mavweb/voiceproxy.go ST1013 should use constant http.StatusServiceUnavailable instead of numeric literal 503
internal/ipc/client.go S1016 should convert r (type chatResp) to ChatReply instead of using struct literal
internal/ipc/server.go S1016 should convert reply (type ChatReply) to chatResp instead of using struct literal
internal/memory/behavior_test.go S1011 should replace loop with obs = append(obs, habitHistory("calendar_event_20260804_standup", time.Tuesday, 10, 0, 3, now)...)
internal/memory/behavior_test.go S1011 should replace loop with obs = append(obs, habitHistory("cooldown:water", time.Tuesday, 9, 0, 3, now)...)
cmd/mavend/continuation_test.go SA1012 do not pass a nil Context, even if a function permits it; pass context.TODO if you are unsure about which Context to use
# Deprecated since Go 1.25. Replacing it means rewriting both guards on
# golang.org/x/tools/go/packages, which is a decision and not a sweep.
internal/ipc/maperr_test.go SA1019 parser.ParseDir has been deprecated since Go 1.25 and an alternative has been available since Go 1.11: ParseDir does not consider build tags when associating files with packages. For precise information about the relationship between packages and files, use golang.org/x/tools/go/packages, which can also optionally parse and type-check the files too.
internal/phraser/persona_floor_test.go SA1019 parser.ParseDir has been deprecated since Go 1.25 and an alternative has been available since Go 1.11: ParseDir does not consider build tags when associating files with packages. For precise information about the relationship between packages and files, use golang.org/x/tools/go/packages, which can also optionally parse and type-check the files too.
+2 -2
View File
@@ -1,4 +1,4 @@
Copyright (c) 2009 The Go Authors. All rights reserved.
Copyright 2009 The Go Authors.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
@@ -10,7 +10,7 @@ notice, this list of conditions and the following disclaimer.
copyright notice, this list of conditions and the following disclaimer
in the documentation and/or other materials provided with the
distribution.
* Neither the name of Google Inc. nor the names of its
* Neither the name of Google LLC nor the names of its
contributors may be used to endorse or promote products derived from
this software without specific prior written permission.
+26 -9
View File
@@ -13,15 +13,18 @@ import "encoding/binary"
// a rune to a uint16. The values take two forms. For v >= 0x8000:
// bits
// 15: 1 (inverse of NFD_QC bit of qcInfo)
// 13..7: qcInfo (see below). isYesD is always true (no decomposition).
// 12..7: qcInfo (see below). isYesD is always true (no decomposition).
// 6..0: ccc (compressed CCC value).
// For v < 0x8000, the respective rune has a decomposition and v is an index
// into a byte array of UTF-8 decomposition sequences and additional info and
// has the form:
// <header> <decomp_byte>* [<tccc> [<lccc>]]
// The header contains the number of bytes in the decomposition (excluding this
// length byte). The two most significant bits of this length byte correspond
// to bit 5 and 4 of qcInfo (see below). The byte sequence itself starts at v+1.
// length byte), with 33 mapped to 31 to fit in 5 bits.
// (If any 31- or 32-byte decompositions come along, we could switch to using
// use a general lookup table as long as there are at most 32 distinct lengths.)
// The three most significant bits of this length byte correspond
// to bit 5, 4, and 3 of qcInfo (see below). The byte sequence itself starts at v+1.
// The byte sequence is followed by a trailing and leading CCC if the values
// for these are not zero. The value of v determines which ccc are appended
// to the sequences. For v < firstCCC, there are none, for v >= firstCCC,
@@ -32,8 +35,8 @@ import "encoding/binary"
const (
qcInfoMask = 0x3F // to clear all but the relevant bits in a qcInfo
headerLenMask = 0x3F // extract the length value from the header byte
headerFlagsMask = 0xC0 // extract the qcInfo bits from the header byte
headerLenMask = 0x1F // extract the length value from the header byte (31 => 33)
headerFlagsMask = 0xE0 // extract the qcInfo bits from the header byte
)
// Properties provides access to normalization properties of a rune.
@@ -109,17 +112,21 @@ func (p Properties) BoundaryAfter() bool {
return p.isInert()
}
// We pack quick check data in 4 bits:
// We pack quick check data in 6 bits:
//
// 5: Combines forward (0 == false, 1 == true)
// 4..3: NFC_QC Yes(00), No (10), or Maybe (11)
// 2: NFD_QC Yes (0) or No (1). No also means there is a decomposition.
// 1..0: Number of trailing non-starters.
//
// When all 4 bits are zero, the character is inert, meaning it is never
// When all 6 bits are zero, the character is inert, meaning it is never
// influenced by normalization.
//
// We set flags to 0x80 (high bit 7 unused in quick check data) to indicate an invalid rune.
type qcInfo uint8
func (p Properties) isInvalid() bool { return p.flags == 0x80 }
func (p Properties) isYesC() bool { return p.flags&0x10 == 0 }
func (p Properties) isYesD() bool { return p.flags&0x4 == 0 }
@@ -152,6 +159,9 @@ func (p Properties) Decomposition() []byte {
}
i := p.index
n := decomps[i] & headerLenMask
if n == 31 {
n = 33
}
i++
return decomps[i : i+uint16(n)]
}
@@ -241,6 +251,9 @@ func (f Form) PropertiesString(s string) Properties {
// to a Properties. See the comment at the top of the file
// for more information on the format.
func compInfo(v uint16, sz int) Properties {
if sz == 0 {
return Properties{flags: 0x80, size: 1}
}
if v == 0 {
return Properties{size: uint8(sz)}
} else if v >= 0x8000 {
@@ -248,7 +261,7 @@ func compInfo(v uint16, sz int) Properties {
size: uint8(sz),
ccc: uint8(v),
tccc: uint8(v),
flags: qcInfo(v >> 8),
flags: qcInfo(v>>8) & 0x3f,
}
if p.ccc > 0 || p.combinesBackward() {
p.nLead = uint8(p.flags & 0x3)
@@ -260,7 +273,11 @@ func compInfo(v uint16, sz int) Properties {
f := (qcInfo(h&headerFlagsMask) >> 2) | 0x4
p := Properties{size: uint8(sz), flags: f, index: v}
if v >= firstCCC {
v += uint16(h&headerLenMask) + 1
n := uint16(h & headerLenMask)
if n == 31 {
n = 33
}
v += n + 1
c := decomps[v]
p.tccc = c >> 2
p.flags |= qcInfo(c & 0x3)
+2 -6
View File
@@ -376,16 +376,12 @@ func nextComposed(i *Iter) []byte {
goto doNorm
}
prevCC = i.info.tccc
sz := int(i.info.size)
if sz == 0 {
sz = 1 // illegal rune: copy byte-by-byte
}
p := outp + sz
p := outp + int(i.info.size)
if p > len(i.buf) {
break
}
outp = p
i.p += sz
i.p += int(i.info.size)
if i.p >= i.rb.nsrc {
i.setDone()
break
+10 -10
View File
@@ -148,7 +148,7 @@ func (f Form) IsNormalString(s string) bool {
// patched buffer and whether the decomposition is still in progress.
func patchTail(rb *reorderBuffer) bool {
info, p := lastRuneStart(&rb.f, rb.out)
if p == -1 || info.size == 0 {
if p == -1 || info.isInvalid() {
return true
}
end := p + int(info.size)
@@ -225,7 +225,7 @@ func doAppend(rb *reorderBuffer, out []byte, p int) []byte {
}
fd := &rb.f
if doMerge {
var info Properties
info := Properties{flags: 0x80, size: 1} // invalid rune
if p < n {
info = fd.info(src, p)
if !info.BoundaryBefore() || info.nLeadingNonStarters() > 0 {
@@ -235,7 +235,7 @@ func doAppend(rb *reorderBuffer, out []byte, p int) []byte {
p = decomposeSegment(rb, p, true)
}
}
if info.size == 0 {
if info.isInvalid() {
rb.doFlush()
// Append incomplete UTF-8 encoding.
return src.appendSlice(rb.out, p, n)
@@ -314,7 +314,7 @@ func (f *formInfo) quickSpan(src input, i, end int, atEOF bool) (n int, ok bool)
continue
}
info := f.info(src, i)
if info.size == 0 {
if info.isInvalid() {
if atEOF {
// include incomplete runes
return n, true
@@ -379,7 +379,7 @@ func (f Form) firstBoundary(src input, nsrc int) int {
// CGJ insertion points correctly. Luckily it doesn't have to.
for {
info := fd.info(src, i)
if info.size == 0 {
if info.isInvalid() {
return -1
}
if s := ss.next(info); s != ssSuccess {
@@ -424,7 +424,7 @@ func (f Form) nextBoundary(src input, nsrc int, atEOF bool) int {
}
fd := formTable[f]
info := fd.info(src, 0)
if info.size == 0 {
if info.isInvalid() {
if atEOF {
return 1
}
@@ -435,7 +435,7 @@ func (f Form) nextBoundary(src input, nsrc int, atEOF bool) int {
for i := int(info.size); i < nsrc; i += int(info.size) {
info = fd.info(src, i)
if info.size == 0 {
if info.isInvalid() {
if atEOF {
return i
}
@@ -465,7 +465,7 @@ func lastBoundary(fd *formInfo, b []byte) int {
if p == -1 {
return -1
}
if info.size == 0 { // ends with incomplete rune
if info.isInvalid() { // ends with incomplete rune
if p == 0 { // starts with incomplete rune
return -1
}
@@ -504,7 +504,7 @@ func lastBoundary(fd *formInfo, b []byte) int {
func decomposeSegment(rb *reorderBuffer, sp int, atEOF bool) int {
// Force one character to be consumed.
info := rb.f.info(rb.src, sp)
if info.size == 0 {
if info.isInvalid() {
return 0
}
if s := rb.ss.next(info); s == ssStarter {
@@ -528,7 +528,7 @@ func decomposeSegment(rb *reorderBuffer, sp int, atEOF bool) int {
break
}
info = rb.f.info(rb.src, sp)
if info.size == 0 {
if info.isInvalid() {
if !atEOF {
return int(iShortSrc)
}
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
+1478 -1478
View File
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
+2 -2
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@@ -40,8 +40,8 @@ github.com/yalue/onnxruntime_go
## explicit; go 1.25.0
golang.org/x/sys/unix
golang.org/x/sys/windows
# golang.org/x/text v0.14.0
## explicit; go 1.18
# golang.org/x/text v0.40.0
## explicit; go 1.25.0
golang.org/x/text/transform
golang.org/x/text/unicode/norm
# modernc.org/libc v1.74.1